{"id":"W2610592127","doi":"10.1503/cmaj.160627","title":"The new medical model: a renewed challenge for biomedicine","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre","funders":"Canadian Institutes of Health Research","keywords":"Biomedicine; Narrative; Personalized medicine; Alternative medicine; Precision medicine; Computer science; Health care; Data science; Medicine; Bioinformatics; Political science; Art; Literature; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.04833714,0.001099842,0.00280228,0.003825803,0.01015426,0.02330664,0.004058029,0.01705765,0.01453156],"category_scores_gemma":[0.03456724,0.0009125455,0.001558303,0.002580837,0.06335064,0.04766599,0.01159078,0.0351455,0.003334585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01864596,"about_ca_system_score_gemma":0.02410467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006570412,"about_ca_topic_score_gemma":0.00868271,"domain_scores_codex":[0.9804495,0.009941787,0.0007247552,0.001755888,0.005760605,0.001367538],"domain_scores_gemma":[0.9475598,0.03045714,0.001628649,0.004112674,0.006938375,0.009303398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002994896,0.00004929548,0.0001402824,0.0001746817,0.00001354301,0.00004778656,0.001369051,0.0002192506,0.0000880421,0.9130892,0.06892348,0.01585549],"study_design_scores_gemma":[0.00004113847,0.0000417448,0.0001887942,0.0004615813,0.000008693383,0.0001229575,0.002628829,0.0006558739,0.00004800047,0.6931021,0.3026445,0.00005584708],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009176428,0.02228854,0.004908812,0.9529123,0.005515632,0.000009937908,0.00006186754,0.00006508088,0.01332018],"genre_scores_gemma":[0.2312623,0.0800736,0.0355367,0.5682005,0.06327004,0.0003974701,0.0003408525,0.0004782157,0.02044036],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04833714,"threshold_uncertainty_score":0.2556343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4590701827243555,"score_gpt":0.5438667108516341,"score_spread":0.08479652812727861,"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."}}