{"id":"W1974247919","doi":"10.1503/cmaj.150056","title":"Tertiary hospitals must provide general care","year":2015,"lang":"en","type":"editorial","venue":"Canadian Medical Association Journal","topic":"Diverse academic research themes","field":"Decision Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tertiary care; Construct (python library); Term (time); Categorization; University hospital; Medicine; Computer science; Medical emergency; Family medicine; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01407939,0.003150338,0.003340839,0.001729669,0.006467867,0.01193372,0.004304128,0.04909326,0.009250524],"category_scores_gemma":[0.0496712,0.001652079,0.002671736,0.00178942,0.008128729,0.007266567,0.00279633,0.06628216,0.006605661],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0105461,"about_ca_system_score_gemma":0.02152237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03353297,"about_ca_topic_score_gemma":0.08930471,"domain_scores_codex":[0.9871795,0.001309626,0.002117891,0.001176849,0.006928823,0.00128728],"domain_scores_gemma":[0.948139,0.02410767,0.002010115,0.00170164,0.01807942,0.005962093],"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":[0.00001180419,0.000008695919,0.00002936177,0.0001711854,0.00000980503,0.0000752695,0.00004397312,0.00002093069,0.00002498059,0.001050412,0.9946147,0.003938786],"study_design_scores_gemma":[0.00006027406,0.00001561571,0.000430066,0.0005161955,0.00003443013,0.0001203403,0.0001329826,0.00006174833,0.00006843937,0.001479073,0.9970436,0.00003727029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000624872,0.005430686,0.00009974994,0.181041,0.8109019,0.00002811205,0.00005087645,0.00004068738,0.002344558],"genre_scores_gemma":[0.001376893,0.00764117,0.0003277939,0.2426961,0.7397783,0.00004242229,0.0000429706,0.00004721855,0.008047121],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9894539,"threshold_uncertainty_score":0.0765177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03029487967762581,"score_gpt":0.3647146186087084,"score_spread":0.3344197389310826,"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."}}