{"id":"W4391127131","doi":"10.46747/cfp.70017","title":"Family medicine is complexity medicine","year":2024,"lang":"en","type":"editorial","venue":"Canadian Family Physician","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; Alternative medicine; Medicine; Bioinformatics; World Wide Web; Pathology; Biology","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":[0.02590421,0.006166639,0.007400187,0.0115839,0.01647435,0.0257654,0.008323092,0.06742387,0.03405983],"category_scores_gemma":[0.1150944,0.003044108,0.005530547,0.00767792,0.01164428,0.009453259,0.004934324,0.05816724,0.01370616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03622502,"about_ca_system_score_gemma":0.04875639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1254144,"about_ca_topic_score_gemma":0.3306571,"domain_scores_codex":[0.9715002,0.004369949,0.002250781,0.001948925,0.01766164,0.002268418],"domain_scores_gemma":[0.8389407,0.06255957,0.005774853,0.004004047,0.06201259,0.02670831],"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":[0.000007092463,0.000004827667,0.00001387298,0.00008409791,0.000009331583,0.00002455131,0.00001498142,0.000008925998,0.000003075915,0.0003096556,0.9979849,0.001534626],"study_design_scores_gemma":[0.0001185444,0.00001494608,0.0003052371,0.001092775,0.0001012936,0.00008449729,0.0001924492,0.0001122036,0.00001954195,0.00181112,0.9961069,0.0000403413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001262277,0.00525807,0.00003254145,0.1022974,0.8903303,0.00001892035,0.0000339906,0.00002041757,0.001995774],"genre_scores_gemma":[0.0004530724,0.00518549,0.00009411795,0.09625553,0.8897874,0.00004406455,0.000028769,0.00003082721,0.008120658],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1254144,"threshold_uncertainty_score":0.2628322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1658110529252013,"score_gpt":0.415586975875598,"score_spread":0.2497759229503967,"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."}}