{"id":"W2345773387","doi":"10.9778/cmajo.20150084","title":"Medical end-of-life practices among Canadian physicians: a pilot study","year":2016,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; McGill University Health Centre; Montreal General Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"End-of-life care; Family medicine; Medicine; Gerontology; Psychology; Medical education; Nursing; Palliative care","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005338608,0.0007901844,0.0006726226,0.002352561,0.005707628,0.001440655,0.001499357,0.001134605,0.002446423],"category_scores_gemma":[0.007331355,0.0007809091,0.0007540204,0.004460989,0.001853162,0.0008962422,0.001512083,0.001093127,0.0004900419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03543522,"about_ca_system_score_gemma":0.06434353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9591274,"about_ca_topic_score_gemma":0.9785596,"domain_scores_codex":[0.9965508,0.0006123621,0.0001733678,0.000385417,0.001045568,0.001232499],"domain_scores_gemma":[0.9909381,0.001521551,0.0008797121,0.0003971768,0.004439352,0.001824119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001537637,0.006482574,0.8163748,0.001327361,0.0001008175,0.00200986,0.1158754,0.0003302366,0.002642666,0.0004293805,0.005804918,0.04708446],"study_design_scores_gemma":[0.000366897,0.002628034,0.9378803,0.0001680259,0.00006631661,0.0002741644,0.05243035,0.0005023346,0.0003971668,0.0000629478,0.005127669,0.00009576376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946948,0.000152906,0.0001961636,0.0002708779,0.00001052449,0.002008353,0.00116572,0.00001215512,0.001488464],"genre_scores_gemma":[0.9897518,0.000664058,0.002897152,0.001130891,0.00003050384,0.002270873,0.001557291,0.00001037555,0.00168694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04087257,"threshold_uncertainty_score":0.2571017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2123594602479837,"score_gpt":0.4552017194972258,"score_spread":0.242842259249242,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}