{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002957563,0.0002325663,0.0003423488,0.0003833924,0.001338301,0.0008425644,0.0008961182,0.002768357,0.003804735],"category_scores_gemma":[0.002845323,0.0001658871,0.0001638125,0.000364826,0.0001027249,0.0002299299,0.00006070869,0.005521832,0.003002444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001151898,"about_ca_system_score_gemma":0.00257261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04267138,"about_ca_topic_score_gemma":0.2256944,"domain_scores_codex":[0.9962234,0.00009047998,0.0006697846,0.000237254,0.001710826,0.001068257],"domain_scores_gemma":[0.9975419,0.0001905335,0.0008545341,0.0002538912,0.0009894044,0.0001697556],"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":[5.441531e-7,0.000001693419,0.00129415,0.00003697135,0.00006437935,0.0007371298,0.00001005761,1.898101e-8,3.079761e-8,0.0006726832,0.9652399,0.03194237],"study_design_scores_gemma":[0.0001923872,0.00000690789,0.0005115513,0.000114002,0.00002225999,0.0001189125,0.0001307705,0.00003364646,3.048475e-8,0.001276597,0.9974053,0.0001876291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006902537,0.0003009629,0.000009837587,0.9724885,0.007552318,0.0001589683,0.00001195761,0.00005975505,0.01872745],"genre_scores_gemma":[0.002030597,0.00007919622,0.000005116884,0.8564831,0.1346847,0.00001271417,0.00003469144,0.00004713655,0.006622725],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1830231,"threshold_uncertainty_score":0.9999618,"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."}}