{"id":"W2550050651","doi":"10.1503/cmaj.109-5354","title":"Canada needs twice as many palliative specialists","year":2016,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Palliative care; Medicine; Family medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001217428,0.0006552257,0.000664739,0.001359327,0.005868687,0.003121869,0.00144315,0.003987619,0.07805385],"category_scores_gemma":[0.004645172,0.0004506845,0.001188882,0.001903056,0.0009854251,0.00144005,0.00205553,0.003516556,0.00901158],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02658488,"about_ca_system_score_gemma":0.07772455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8961533,"about_ca_topic_score_gemma":0.9613907,"domain_scores_codex":[0.9968324,0.0003221462,0.00007801842,0.0002535334,0.001396485,0.001117257],"domain_scores_gemma":[0.9851565,0.0004563624,0.0002907977,0.0001662218,0.003677692,0.01025239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001045762,0.0000854028,0.009986599,0.0003137827,0.00005576958,0.0002988698,0.0003248201,0.00009856564,0.0004174068,0.00299955,0.9230354,0.0622792],"study_design_scores_gemma":[0.0001047,0.00007318156,0.02360286,0.0004066015,0.00006002164,0.0007521837,0.002550505,0.000218202,0.0001775661,0.000808176,0.9711918,0.00005424013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06194877,0.02067336,0.002788625,0.6345778,0.0186283,0.0004301056,0.02064971,0.001431285,0.2388721],"genre_scores_gemma":[0.3614759,0.02527338,0.01112917,0.2659413,0.005858143,0.0004099279,0.020038,0.0006968453,0.3091774],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9734151,"threshold_uncertainty_score":0.2611162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661109395210591,"score_gpt":0.3705360908312298,"score_spread":0.3439249968791239,"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."}}