{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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","author_layer_release":"2026-06-26"},"query_hash":"f3a1aba47d3f","filters":{"venue":"Journal of the Advanced Practitioner in Oncology"}},"results":[{"id":"W2325671725","doi":"10.6004/jadpro.2015.6.2.4","title":"Postthoracotomy Pain Syndrome Following Surgery for Lung Cancer: Symptoms and Impact on Quality of Life","year":2015,"lang":"en","type":"review","venue":"Journal of the Advanced Practitioner in Oncology","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institute of Nursing Research","keywords":"Medicine; Neuropathic pain; Anxiety; Depression (economics); Quality of life (healthcare); Distress; Thoracotomy; Hospital Anxiety and Depression Scale; Physical therapy; Internal medicine; Surgery; Anesthesia; Psychiatry; Clinical psychology","authors":[{"name":"Kathleen G. Hopkins","is_ca":false},{"name":"Leslie A. Hoffman","is_ca":false},{"name":"Annette De Vito Dabbs","is_ca":false},{"name":"Peter F. Ferson","is_ca":false},{"name":"Linda A. King","is_ca":false},{"name":"Linda A. Dudjak","is_ca":false},{"name":"Thomas G. Zullo","is_ca":false},{"name":"Margaret Rosenzweig","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.069532375790915,"gpt":0.4887740834587956,"spread":0.4192417076678807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008352721,0.0002482532,0.002835007,0.0004061306,0.00005247311,0.000007502043,0.0001290597,0.0003350597,0.00001371573],"category_scores_gemma":[0.008117693,0.0001386425,0.001209621,0.0003349932,0.00009194629,0.0002825349,0.00003223489,0.00079324,3.281286e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205438,"about_ca_system_score_gemma":0.002778253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002151732,"about_ca_topic_score_gemma":0.000007295844,"domain_scores_codex":[0.9953673,0.002203773,0.001695536,0.0001907162,0.000341979,0.0002007269],"domain_scores_gemma":[0.984646,0.0111003,0.003484028,0.0002467821,0.0003666779,0.0001561776],"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":[0.003063838,0.0007498587,0.003849893,0.01686391,0.001469449,0.00008264782,0.0001324371,0.0003143885,0.00007878034,0.00005302691,0.002165202,0.9711766],"study_design_scores_gemma":[0.005914292,0.009700414,0.009341827,0.07132842,0.004832794,0.00210564,0.000322765,0.00004386183,0.00001167652,0.00137445,0.8943751,0.0006488025],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07442921,0.9205998,0.0001036309,0.001845061,0.001537965,0.001368548,0.00006821621,0.000005493884,0.00004205892],"genre_scores_gemma":[0.01953036,0.9781883,0.001293727,0.0003632747,0.0003207217,0.0001525424,0.00002542955,0.00004846777,0.00007715546],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9705278,"threshold_uncertainty_score":0.9718224,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W27186403","doi":"10.6004/jadpro.2013.4.4.3","title":"Complementary Strategies for the Management of Radiation Therapy Side Effects","year":2013,"lang":"en","type":"review","venue":"Journal of the Advanced Practitioner in Oncology","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian College of Naturopathic Medicine","funders":"","keywords":"Medicine; Mucositis; Side effect (computer science); Limiting; Radiation therapy; Diarrhea; Cancer; Intensive care medicine; Internal medicine","authors":[{"name":"C Stubbe","is_ca":true},{"name":"M. Valero","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1032867777238019,"gpt":0.467300050292144,"spread":0.3640132725683421,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006463039,0.0002050258,0.001186987,0.0001495825,0.00009793138,0.000007063583,0.0002799408,0.00002981661,0.00006067337],"category_scores_gemma":[0.00007602102,0.00009376512,0.0004052349,0.0001868636,0.0001194003,0.0001884088,0.00007980331,0.0004603819,0.000001424702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003217478,"about_ca_system_score_gemma":0.0002278021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001191168,"about_ca_topic_score_gemma":0.00001346234,"domain_scores_codex":[0.9981858,0.0003307891,0.0009384378,0.0001238795,0.0002611408,0.000160001],"domain_scores_gemma":[0.9948697,0.002768735,0.001962367,0.0002235594,0.0001469535,0.00002869456],"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":[0.000214102,0.0002222251,0.00002208726,0.003705678,0.001803281,0.00002423599,0.000136291,0.00004477187,0.00001433238,0.0008186438,0.001135169,0.9918592],"study_design_scores_gemma":[0.003575692,0.001764635,0.0005230146,0.005567472,0.00160111,0.0001696467,0.001568568,0.000003317751,0.00003385016,0.001837966,0.9832769,0.00007783232],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003032174,0.9911093,0.0007298554,0.002451584,0.001595864,0.00300314,0.00001566662,0.000002850646,0.0007884873],"genre_scores_gemma":[0.0006435326,0.9956598,0.002494009,0.0003230201,0.0004776517,0.0002645424,0.00001835329,0.00001708293,0.0001019737],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9917814,"threshold_uncertainty_score":0.3823631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012408868","doi":"10.6004/jadpro.2013.4.5.2","title":"Understanding CAM Natural Health Products: Implications of Use Among Cancer Patients and Survivors","year":2013,"lang":"en","type":"review","venue":"Journal of the Advanced Practitioner in Oncology","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Survivorship curve; Alternative medicine; Anxiety; Quality of life (healthcare); Depression (economics); Cancer; Natural (archaeology); Environmental health; Psychiatry; Nursing; Internal medicine","authors":[{"name":"Judith M. Fouladbakhsh","is_ca":false},{"name":"Lynda G. Balneaves","is_ca":false},{"name":"Elizabeth Jenuwine","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2482713302765812,"gpt":0.4702562642524368,"spread":0.2219849339758557,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003882748,0.0001748164,0.001286533,0.0002460104,0.00009734724,0.000005697269,0.0001218999,0.00002712564,0.00002336915],"category_scores_gemma":[0.00085358,0.00009919973,0.0001298181,0.0003137898,0.000204787,0.0003321304,0.00009577657,0.0007460682,2.691618e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276038,"about_ca_system_score_gemma":0.0005374938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002748705,"about_ca_topic_score_gemma":0.000819857,"domain_scores_codex":[0.998131,0.0003748756,0.0009696461,0.0001578343,0.0002002878,0.0001663534],"domain_scores_gemma":[0.9958959,0.0008485283,0.002702586,0.0001531307,0.000336716,0.00006319562],"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":[0.0001678416,0.0008481297,0.1225424,0.007505573,0.001160674,0.00001023274,0.0008903043,0.0000197132,0.00002124752,0.0003947591,0.004579999,0.8618591],"study_design_scores_gemma":[0.001986484,0.001131902,0.07043027,0.01265778,0.0007732589,0.0002089594,0.0006803456,9.980403e-7,0.000005043753,0.000356289,0.9116166,0.0001520591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01789568,0.9736109,0.00004085678,0.005359723,0.001610421,0.001354918,0.00004817843,0.000003180967,0.00007618938],"genre_scores_gemma":[0.01485038,0.9839998,0.0005447035,0.0002018361,0.000208012,0.00004554177,0.00001739991,0.00001533586,0.0001169757],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9070366,"threshold_uncertainty_score":0.4045248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2492156584","doi":"10.6004/jadpro.2016.7.5.2","title":"Experiences of Nurse Practitioners in Communicating Bad News to Cancer Patients","year":2016,"lang":"en","type":"review","venue":"Journal of the Advanced Practitioner in Oncology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Medicine; Nurse practitioners; Nursing; Family medicine; Health care","authors":[{"name":"Virginia Ruth Corey","is_ca":true},{"name":"Priscilla Gage Gwyn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2095765563957978,"gpt":0.5500372618275836,"spread":0.3404607054317859,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001184831,0.0003108998,0.001847227,0.0007184083,0.000335019,0.00000569765,0.00177299,0.0005285008,0.0002324427],"category_scores_gemma":[0.006048114,0.0001984706,0.0002840867,0.001010538,0.0001825198,0.0007666329,0.0004932246,0.002937269,0.00003417431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003809016,"about_ca_system_score_gemma":0.003923868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003388564,"about_ca_topic_score_gemma":0.001646725,"domain_scores_codex":[0.986755,0.008171872,0.003834924,0.0002693109,0.0004895533,0.0004793038],"domain_scores_gemma":[0.9795614,0.00760581,0.01057203,0.001139798,0.0009619868,0.0001590133],"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":[0.0004458029,0.001032864,0.004155764,0.003797957,0.0001054842,0.000007782377,0.07901356,0.0001467447,0.00001180389,0.000339355,0.003661839,0.907281],"study_design_scores_gemma":[0.001289502,0.0002837644,0.0003041052,0.04187271,0.00006597477,0.00001152232,0.03783808,9.217786e-7,0.000002361662,0.0002605277,0.9178783,0.0001922492],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003181898,0.9773831,0.00001683428,0.008506795,0.004955072,0.003176071,0.00006914953,0.00001159,0.002699511],"genre_scores_gemma":[0.003368996,0.9895449,0.003619999,0.001159557,0.0001763571,0.00192768,0.00001361057,0.00005006395,0.0001388275],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9142165,"threshold_uncertainty_score":0.999363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}