{"id":"W2807926972","doi":"10.1503/cmaj.69274","title":"The buck must stop somewhere","year":2018,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada","funders":"","keywords":"Referral; Computer science; Medicine; Operations research; Family medicine; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003572019,0.0005053667,0.0006532989,0.0005479233,0.008723775,0.007434254,0.001483234,0.02637911,0.0347859],"category_scores_gemma":[0.02628624,0.0004362263,0.0006445859,0.0005060635,0.005771859,0.005858697,0.002415055,0.0378262,0.01843828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005529346,"about_ca_system_score_gemma":0.01030609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05538863,"about_ca_topic_score_gemma":0.1538509,"domain_scores_codex":[0.9957137,0.000732202,0.0001976409,0.0005318371,0.002071602,0.0007529596],"domain_scores_gemma":[0.9919852,0.002456285,0.0002704473,0.0003521769,0.002924879,0.002010978],"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":[0.000005520541,0.000002355426,0.00003738508,0.00000845707,0.000001410068,0.00005813443,0.00008214517,0.000003699189,0.0000214018,0.004543594,0.9933294,0.001906495],"study_design_scores_gemma":[0.000008299642,0.000005598664,0.0001312607,0.00009158432,0.00000214805,0.00009875079,0.0004263518,0.00001709698,0.00003060021,0.003885271,0.9952912,0.00001185468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001539973,0.001153673,0.0001053621,0.9571741,0.02559381,0.000006212335,0.00003219944,0.00003260691,0.015748],"genre_scores_gemma":[0.003256904,0.0006263936,0.00009538064,0.9501823,0.009779597,0.000007424437,0.00001919222,0.00004034243,0.03599254],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05538863,"threshold_uncertainty_score":0.1163704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0101417394118343,"score_gpt":0.2186714371169366,"score_spread":0.2085296977051023,"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."}}