{"id":"W4321503984","doi":"10.46747/cfp.690284","title":"Big ideas","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Stroke Network; University of Alberta","funders":"","keywords":"Session (web analytics); Medical education; Clinical Practice; Alternative medicine; Medicine; Computer science; Data science; World Wide Web; Family medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.04916954,0.001366434,0.001184537,0.004675498,0.006126569,0.01847284,0.00303412,0.005043373,0.1777604],"category_scores_gemma":[0.1245442,0.0008946766,0.002091313,0.005124942,0.004294522,0.00696006,0.007145292,0.00854463,0.0535871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01356193,"about_ca_system_score_gemma":0.04782491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01258964,"about_ca_topic_score_gemma":0.02064902,"domain_scores_codex":[0.9625572,0.0118488,0.001691913,0.002363898,0.01827797,0.00326018],"domain_scores_gemma":[0.8519453,0.0444965,0.003351592,0.01427004,0.05766186,0.0282747],"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":[0.00008512439,0.00002882681,0.0004242947,0.0004820321,0.00004397111,0.00002878206,0.0004526218,0.00008463498,0.000151857,0.02310623,0.9075897,0.06752181],"study_design_scores_gemma":[0.00005541036,0.00003467922,0.0005575829,0.0007644906,0.00002251654,0.00003183816,0.0005294744,0.00008866279,0.0001542914,0.01936931,0.9783652,0.0000265376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002657061,0.01159737,0.03480237,0.410762,0.04440296,0.00303654,0.01518907,0.006588552,0.4709639],"genre_scores_gemma":[0.0781485,0.02936414,0.1338026,0.2139573,0.02592011,0.01198357,0.02459328,0.008718224,0.4735123],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1777604,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0795056177588001,"score_gpt":0.379004794273621,"score_spread":0.2994991765148209,"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."}}