{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"bad77cecb0a1","filters":{"venue":"Palliative Care Research and Treatment"}},"results":[{"id":"W2592360301","doi":"10.1177/1178224216688887","title":"Barriers to Access to Palliative Care","year":2017,"lang":"en","type":"review","venue":"Palliative Care Research and Treatment","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":332,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Palliative care; Nursing; Medicine; Service (business); Curative care; Health care; Business; Ambulatory care; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.6629896460677418,"gpt":0.6360519657441763,"spread":0.02693768032356547,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002717707,0.0009354986,0.003436151,0.001017265,0.0006090143,0.0002378654,0.0007018796,0.0004060574,0.000133813],"category_scores_gemma":[0.002347732,0.0006483751,0.0006585441,0.0007483153,0.0003714725,0.0001149198,0.0006613342,0.0006093606,0.0001955149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003009948,"about_ca_system_score_gemma":0.002629649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009867545,"about_ca_topic_score_gemma":0.0008010846,"domain_scores_codex":[0.9952085,0.0004274901,0.0006965577,0.001374305,0.001180748,0.001112408],"domain_scores_gemma":[0.9923894,0.001037695,0.0003024506,0.001248064,0.002562936,0.002459463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002777886,0.00009423012,0.01363948,0.01494122,0.001806123,0.0003875798,0.02815268,5.058328e-7,6.895152e-7,0.00008272165,0.001234292,0.9393827],"study_design_scores_gemma":[0.001165941,0.004146343,0.0009706359,0.0471655,0.0008035671,0.000001334084,0.0116564,2.586388e-7,0.0001722045,0.0000219085,0.9334122,0.0004837376],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005195129,0.9832848,0.00001915552,0.0003777239,0.0001699022,0.006046661,0.001726068,0.00004264279,0.00781355],"genre_scores_gemma":[0.001688784,0.99267,0.0007404652,0.00008436768,0.0003885261,0.002373442,0.0006541308,0.0001146836,0.001285602],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.938899,"threshold_uncertainty_score":0.9995968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2737059497","doi":"10.1177/1178224217719441","title":"An Analysis of Journey Mapping to Create a Palliative Care Pathway in a Canadian First Nations Community: Implications for Service Integration and Policy Development","year":2017,"lang":"en","type":"article","venue":"Palliative Care Research and Treatment","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"NOSM University; First Nations Health and Social Secretariat of Manitoba; Lakehead University; Centre for Addiction and Mental Health","funders":"","keywords":"Palliative care; Service (business); Policy development; Development (topology); Process management; Public administration; Political science; Economic growth; Regional science; Nursing; Sociology; Medicine; Business; Economics; Marketing","retraction":null,"screen_n_in":null,"score":{"opus":0.4122185177560787,"gpt":0.5311718513910116,"spread":0.1189533336349329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003006054,0.0001793351,0.0004843124,0.001699125,0.001213093,0.00006889243,0.0001592891,0.00007927913,0.000003387471],"category_scores_gemma":[0.001052457,0.0001491921,0.00006548747,0.0009075131,0.0001277313,0.00009843858,0.00006301209,0.0001487363,6.794182e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001828833,"about_ca_system_score_gemma":0.001307566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4203809,"about_ca_topic_score_gemma":0.963044,"domain_scores_codex":[0.9986898,0.0001454662,0.0003069342,0.0002780323,0.0001978431,0.000381945],"domain_scores_gemma":[0.9959326,0.0006670883,0.0001326384,0.0004513433,0.002316086,0.00050029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009874609,0.0001525879,0.7711452,0.0002413651,0.0006939909,0.000003052711,0.2097286,0.00002037879,0.0002744627,0.001556754,0.000002751418,0.01608203],"study_design_scores_gemma":[0.001250114,0.0008695485,0.9055988,0.0009079542,0.0001244098,1.504228e-7,0.08587973,0.0001493572,0.002746914,0.0001272154,0.002234456,0.0001113263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904574,0.001536481,0.0002731975,0.003730603,0.000008109037,0.001451182,0.001154298,0.000007467053,0.00138129],"genre_scores_gemma":[0.9934682,0.001657873,0.003267185,0.00005238719,0.00002363187,0.0006685098,0.0008194878,0.00001328933,0.00002940229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.542663,"threshold_uncertainty_score":0.9330252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008793969","doi":"10.4137/pcrt.s20347","title":"Death in Long-term Care: A Brief Report Examining Factors Associated with Death within 31 Days of Assessment","year":2015,"lang":"en","type":"article","venue":"Palliative Care Research and Treatment","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Lakehead University","funders":"Lakehead University","keywords":"Term (time); Psychology; Medicine; Intensive care medicine; Gerontology; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.357572226554062,"gpt":0.5176042110231864,"spread":0.1600319844691245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008149098,0.0002677417,0.0005797711,0.0003077241,0.000363271,0.00002604771,0.0001094486,0.0001774009,0.00001476274],"category_scores_gemma":[0.0004075379,0.000182356,0.00004657352,0.000490959,0.0001214344,0.00008791786,0.0001036487,0.0004851714,0.000002003231],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003851611,"about_ca_system_score_gemma":0.002466965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005669416,"about_ca_topic_score_gemma":0.007280479,"domain_scores_codex":[0.9966551,0.0007494907,0.0005142908,0.0005248905,0.0008321344,0.0007240781],"domain_scores_gemma":[0.9965009,0.000949295,0.0002929044,0.0003449502,0.001534469,0.0003774837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001727989,0.0002286355,0.9277288,0.0001199818,0.00017801,0.0004164286,0.07028233,0.000004604401,0.00001102489,0.0001212966,0.00006425232,0.0006718491],"study_design_scores_gemma":[0.003571541,0.003323504,0.9103354,0.0007600681,0.00005642506,0.000001230646,0.08145677,0.000004265012,0.0002218769,0.00006317341,0.00005218893,0.0001536042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902715,0.002057284,0.00003586063,0.00006927332,0.0001458183,0.001477979,0.0001045127,0.0000362938,0.005801463],"genre_scores_gemma":[0.9979491,0.0002066053,0.0002065969,0.000005048104,0.00005028886,0.0003137302,0.0006810924,0.00003047746,0.0005570927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01739343,"threshold_uncertainty_score":0.9999724,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110140011","doi":"10.4137/pcrt.s28338","title":"Clinical Prediction Rule for Patient Outcome after In-Hospital CPR: A New Model, Using Characteristics Present at Hospital Admission, to Identify Patients Unlikely to Benefit from CPR after In-Hospital Cardiac Arrest","year":2015,"lang":"en","type":"article","venue":"Palliative Care Research and Treatment","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Cardiopulmonary resuscitation; Cohort; Emergency medicine; Logistic regression; Retrospective cohort study; Intensive care medicine; Resuscitation; Return of spontaneous circulation; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.07473517642416855,"gpt":0.4131795024261879,"spread":0.3384443260020193,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002735642,0.0003809046,0.0007353241,0.0003269838,0.0001115402,0.0000937358,0.0000873774,0.0002183135,0.000009780933],"category_scores_gemma":[0.0005902383,0.0003053594,0.000265461,0.0003192629,0.00008372723,0.000172956,0.0003106025,0.0002646415,0.00003374375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002589616,"about_ca_system_score_gemma":0.0003788522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008634883,"about_ca_topic_score_gemma":0.0002884756,"domain_scores_codex":[0.9963858,0.0001412677,0.000809607,0.0009323997,0.001002111,0.0007288054],"domain_scores_gemma":[0.9967164,0.0002407251,0.0001147108,0.0003920573,0.00108098,0.001455079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003800889,0.001534176,0.9671013,0.00005751891,0.0001759711,0.00008707018,0.01655104,0.0001204005,0.00001484814,0.000002279778,0.0006219845,0.009932473],"study_design_scores_gemma":[0.005090118,0.007114768,0.9826205,0.0004285104,0.0001219463,4.693138e-8,0.00185646,0.000542272,0.00008121649,0.0001606965,0.0016819,0.0003015172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885774,0.0008145886,0.0001243052,0.0009983329,0.002432205,0.005081763,0.001918096,0.00002343204,0.00002984897],"genre_scores_gemma":[0.9951592,0.0001803628,0.001478083,0.00004631905,0.0007678443,0.001359849,0.0008583628,0.00005652834,0.00009345687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0155192,"threshold_uncertainty_score":0.9999399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977677461","doi":"10.4137/pcrt.s13042","title":"Examining Do-Not-Resuscitate Orders among Newly Admitted Residents of Long-term Care Facilities","year":2014,"lang":"en","type":"article","venue":"Palliative Care Research and Treatment","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Lakehead University","funders":"","keywords":"Medicine; Long-term care; Do not resuscitate; Depression (economics); Family medicine; Do Not Resuscitate Order; Health information; Gerontology; Emergency medicine; Health care; Medical emergency; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.1726617432184207,"gpt":0.4600657133983522,"spread":0.2874039701799315,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004014691,0.0002517501,0.0004627991,0.0003286201,0.0008753456,0.00003854312,0.0001574488,0.000166148,0.0001149546],"category_scores_gemma":[0.0003909247,0.0001947644,0.00007889241,0.0003328248,0.0003654115,0.00009731858,0.0001408731,0.0003586836,0.00003619901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007017536,"about_ca_system_score_gemma":0.0003530674,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01008526,"about_ca_topic_score_gemma":0.005482961,"domain_scores_codex":[0.9966151,0.001009851,0.0004094591,0.0005006124,0.0006507703,0.0008142092],"domain_scores_gemma":[0.9962809,0.001536632,0.0001491056,0.0003896319,0.001334447,0.0003092555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003323742,0.00004699452,0.8634816,0.0007403371,0.0001308657,0.00002670714,0.1066649,0.000001598149,0.00005286366,0.00009467105,0.0004952935,0.02793175],"study_design_scores_gemma":[0.002276563,0.001564913,0.8221338,0.0005788783,0.00003380753,1.509755e-7,0.1723449,0.000002705322,0.0005213071,0.0000877894,0.000316564,0.0001386136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898615,0.00403082,0.00003101549,0.000140224,0.0002457969,0.001110196,0.0001912226,0.00004583923,0.004343377],"genre_scores_gemma":[0.9959648,0.001138521,0.00009052446,0.000007580845,0.000133775,0.0002716371,0.000191663,0.00002713902,0.002174353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06567994,"threshold_uncertainty_score":0.9965067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2121092019","doi":"10.4137/pcrt.s11908","title":"Program Assessment Framework for a Rural Palliative Supportive Service","year":2013,"lang":"en","type":"article","venue":"Palliative Care Research and Treatment","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital; Trinity Western University; Western University; Agriculture Food and Rural Development; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Palliative care; Nursing; Context (archaeology); Service (business); Medicine; Teamwork; Quality (philosophy); Psychology; Process management; Business; Political science; Geography; Marketing","retraction":null,"screen_n_in":null,"score":{"opus":0.3109798095272462,"gpt":0.565000103114823,"spread":0.2540202935875767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001873709,0.0003507946,0.0006849248,0.0002660109,0.0002339678,0.00007173781,0.0001175415,0.0001744933,0.0001731256],"category_scores_gemma":[0.0003512844,0.0002468325,0.000185844,0.0006281776,0.0002976485,0.0001221484,0.00008964568,0.0003113224,0.00004173561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007971514,"about_ca_system_score_gemma":0.0004549055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009377417,"about_ca_topic_score_gemma":0.0001468115,"domain_scores_codex":[0.997518,0.0001534879,0.0003810987,0.0005061055,0.0006569424,0.0007843432],"domain_scores_gemma":[0.9941243,0.001518354,0.0001443139,0.0003422636,0.003399389,0.000471383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001052099,0.002537023,0.7541734,0.001507781,0.002383301,0.00005964013,0.03754747,0.000002120881,0.0006878023,0.0193499,0.0008968376,0.1798026],"study_design_scores_gemma":[0.0110163,0.03358844,0.7342789,0.004451764,0.0004433552,0.000002892333,0.1465013,0.0006720737,0.01547197,0.02813447,0.0247089,0.0007295601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966956,0.008990637,0.002314637,0.005303957,0.0001077609,0.01072896,0.0004288677,0.0001266279,0.005042546],"genre_scores_gemma":[0.9228859,0.004149707,0.06539897,0.0001462559,0.0001548037,0.006331877,0.000468628,0.0000443686,0.0004194886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1790731,"threshold_uncertainty_score":0.9999984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}