{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"527ce5961c2c","filters":{"venue":"Palliative Medicine and Hospice Care - Open Journal"}},"results":[{"id":"W2326156765","doi":"10.17140/pmhcoj-2-110","title":"Glioblastoma, the Neurosurgeon, and Neuro-Palliative Care","year":2016,"lang":"en","type":"article","venue":"Palliative Medicine and Hospice Care - Open Journal","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Muscular Dystrophy Canada; Toronto Western Hospital","funders":"","keywords":"Glioblastoma; Neurosurgery; Palliative care; Medicine; Radiology; Nursing; Cancer research","authors":[{"name":"Oliver G. S. Ayling","is_ca":true},{"name":"Russell Goldman","is_ca":true},{"name":"Mark Bernstein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03696717375052151,"gpt":0.3346372308479548,"spread":0.2976700570974333,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007356138,0.0003564577,0.0004511665,0.001753469,0.00112775,0.001785296,0.0005046314,0.001672268,0.00181437],"category_scores_gemma":[0.00305735,0.0001388953,0.0003753734,0.001775897,0.001791241,0.001891574,0.001469561,0.002325663,0.0004747694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002314992,"about_ca_system_score_gemma":0.004147583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004378487,"about_ca_topic_score_gemma":0.01305553,"domain_scores_codex":[0.9991411,0.0003839168,0.0001310127,0.00006735498,0.0001761539,0.0001004896],"domain_scores_gemma":[0.9988289,0.000453267,0.0002643045,0.00001365525,0.0002438091,0.0001959958],"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":[0.000128118,0.0001163261,0.01085652,0.01528599,0.0001104328,0.01290559,0.005485253,0.0006966398,0.0007305783,0.04852193,0.1393711,0.7657915],"study_design_scores_gemma":[0.00001614936,0.0002010817,0.0150321,0.02492515,0.00009613891,0.04050716,0.008168473,0.0002293446,0.0001965295,0.01458463,0.895981,0.00006238155],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.003094534,0.9604708,0.0005408898,0.02309884,0.002581433,0.00001993776,0.00002117869,0.00001237339,0.01016002],"genre_scores_gemma":[0.02576535,0.9588789,0.0006737023,0.009698626,0.003595951,0.00002921251,0.0000399226,0.000005207472,0.001313008],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004378487,"threshold_uncertainty_score":0.01679647,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2731087043","doi":"10.17140/pmhcoj-3-120","title":"Inter-Professional High Fidelity Simulation: The Way Forward for End-of-Life Care Education","year":2017,"lang":"en","type":"article","venue":"Palliative Medicine and Hospice Care - Open Journal","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Fidelity; High fidelity; Computer science; End-of-life care; Psychology; Engineering; Medicine; Nursing; Telecommunications; Electrical engineering; Palliative care","authors":[{"name":"Priscilla Cunningham","is_ca":false},{"name":"Joanne Reid","is_ca":false},{"name":"Helen Noble","is_ca":false},{"name":"Helen McAneney","is_ca":false},{"name":"Claire Carswell","is_ca":false},{"name":"Susan McClement","is_ca":false},{"name":"B Rice","is_ca":true},{"name":"Andrew D. Spence","is_ca":false},{"name":"Ian Walsh","is_ca":false},{"name":"Claire E. Lewis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1555791361101967,"gpt":0.4959832822658948,"spread":0.3404041461556981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01128815,0.0009186964,0.0008478235,0.0005684028,0.0003894403,0.004006762,0.00308202,0.003144627,0.02733922],"category_scores_gemma":[0.02745183,0.0003339078,0.001259473,0.0004405871,0.0008414853,0.004043309,0.003172022,0.004321544,0.003677483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001250791,"about_ca_system_score_gemma":0.005002429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003380684,"about_ca_topic_score_gemma":0.006302716,"domain_scores_codex":[0.996075,0.002645404,0.0001434025,0.000181359,0.0007809849,0.0001737873],"domain_scores_gemma":[0.9725407,0.01746576,0.000656237,0.001462743,0.003280926,0.004593742],"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":[0.0009716167,0.002254252,0.005446657,0.001591399,0.0001824267,0.0001860098,0.0009099292,0.009481105,0.002286643,0.01327919,0.07854815,0.8848626],"study_design_scores_gemma":[0.002589925,0.007777625,0.02101273,0.0138451,0.0004478453,0.003639264,0.005549967,0.1197871,0.009430926,0.1208744,0.6942649,0.0007803079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05243074,0.03344236,0.7242749,0.1085714,0.01130318,0.001901165,0.001225619,0.005759149,0.06109152],"genre_scores_gemma":[0.2449839,0.02250557,0.7022473,0.01191297,0.00261045,0.001915366,0.001474568,0.0006206634,0.01172927],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02733922,"threshold_uncertainty_score":0.0914588,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2724832434","doi":"10.17140/pmhcoj-3-118","title":"A Case Report of Continuous Subcutaneous Infusion of Hydromorphone, Metoclopramide and Ondansetron Used To Treat Refractory Pain and Nausea in an Ambulatory Palliative Clinic","year":2017,"lang":"en","type":"article","venue":"Palliative Medicine and Hospice Care - Open Journal","topic":"Nausea and vomiting management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôtel-Dieu Grace Healthcare; Windsor Regional Hospital","funders":"","keywords":"Hydromorphone; Medicine; Metoclopramide; Nausea; Ambulatory; Ondansetron; Anesthesia; Refractory (planetary science); Antiemetic; Vomiting; Surgery; Internal medicine; Opioid","authors":[{"name":"Lawrence Aoun","is_ca":true},{"name":"Josie Zakaria","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08148075065263727,"gpt":0.399158806657015,"spread":0.3176780560043778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004085215,0.001917832,0.001239965,0.001948454,0.002571247,0.001967048,0.001379408,0.00568236,0.002148569],"category_scores_gemma":[0.00310871,0.00113751,0.001407166,0.001745723,0.001608527,0.002747242,0.001694038,0.004099071,0.0008658993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00126188,"about_ca_system_score_gemma":0.001089516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374565,"about_ca_topic_score_gemma":0.00200624,"domain_scores_codex":[0.9990482,0.0001627903,0.0001069327,0.0002185497,0.000172819,0.0002907291],"domain_scores_gemma":[0.997898,0.0005412651,0.0006282565,0.0001948183,0.00009963012,0.0006379767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00002551895,0.00004428424,0.001400753,0.00002357303,0.000006096867,0.996852,0.0001467718,0.00002892062,0.0004520537,0.000109838,0.0001559684,0.0007543057],"study_design_scores_gemma":[0.00001017335,0.00006080945,0.000627317,0.000007549976,0.000006269102,0.998325,0.0000715203,0.00009081472,0.000211906,0.00005223298,0.0005320394,0.000004302068],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456586,0.01547268,0.01018844,0.005720511,0.0008582673,0.0004266967,0.0002291146,0.0003691318,0.02107664],"genre_scores_gemma":[0.985679,0.003147527,0.004206572,0.00212939,0.001293621,0.00008639407,0.00008181686,0.00004365272,0.00333207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00568236,"threshold_uncertainty_score":0.009155571,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}