{"id":"W1984811183","doi":"10.1136/bmj.327.7407.168","title":"David Douglas French","year":2003,"lang":"en","type":"article","venue":"BMJ","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; World Wide Web; Library science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006903727,0.0006137608,0.0005222462,0.001305132,0.00195795,0.002107401,0.0006946006,0.001953037,0.2660905],"category_scores_gemma":[0.003751744,0.0002775754,0.0003180335,0.0004641511,0.0006747523,0.001205526,0.001183921,0.002739862,0.1036163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00187654,"about_ca_system_score_gemma":0.002657016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01283849,"about_ca_topic_score_gemma":0.02823789,"domain_scores_codex":[0.9993518,0.00008015112,0.00002131621,0.0001661265,0.0002689794,0.00011165],"domain_scores_gemma":[0.9981405,0.0002253885,0.00006516725,0.00005654879,0.000614077,0.0008983468],"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":[0.00001124104,0.000008608342,0.0001180218,0.00003753868,0.000001340967,0.0001024707,0.00005149783,0.00001573553,0.00003799125,0.00212384,0.9531264,0.04436542],"study_design_scores_gemma":[0.000002668273,0.000007137454,0.0002430698,0.00006720591,8.54206e-7,0.0003096893,0.00007492486,0.000009741046,0.00002250298,0.0003046926,0.9989541,0.000003419588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001963962,0.09527652,0.001735399,0.2078348,0.06759926,0.00008101184,0.0009094193,0.000474033,0.6241256],"genre_scores_gemma":[0.008661098,0.02723454,0.000471477,0.0244136,0.004004273,0.00002633653,0.0001717162,0.0001501451,0.9348668],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2660905,"threshold_uncertainty_score":0.8901613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0879870006803609,"score_gpt":0.4764444177984715,"score_spread":0.3884574171181106,"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."}}