{"id":"W2315353451","doi":"10.1097/01.jaa.0000480581.46616.8f","title":"Commentaries on health services research","year":2016,"lang":"en","type":"article","venue":"JAAPA","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Health services; Business; Medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1062089,0.002970622,0.005661835,0.006397862,0.01202456,0.01367285,0.01327496,0.1228586,0.07095203],"category_scores_gemma":[0.357664,0.00263705,0.006778735,0.01519867,0.01306007,0.01171829,0.007861552,0.08380273,0.04209099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02904313,"about_ca_system_score_gemma":0.03951354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06826465,"about_ca_topic_score_gemma":0.03913441,"domain_scores_codex":[0.8545933,0.04369748,0.02146206,0.01458403,0.05416073,0.01150225],"domain_scores_gemma":[0.5858177,0.27768,0.01501612,0.02198758,0.08950771,0.009990938],"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":[0.00003010551,0.000009253612,0.00007990188,0.0002943166,0.0000200829,0.00004549816,0.0001360435,0.00001944403,0.00002462028,0.0045705,0.992507,0.002263233],"study_design_scores_gemma":[0.0001438532,0.00003254407,0.0007902603,0.002516785,0.00007647087,0.000058052,0.0004579335,0.0001295088,0.0001496011,0.005466355,0.9900751,0.0001035302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00007765892,0.002519744,0.0001144328,0.9203856,0.06967997,0.0001015784,0.0006125803,0.00007052138,0.00643786],"genre_scores_gemma":[0.0009740063,0.0009433283,0.0001921451,0.9691157,0.02477501,0.0002365549,0.00009946723,0.00004110002,0.003622733],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1228586,"threshold_uncertainty_score":0.561693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1761584506577654,"score_gpt":0.5616080447487188,"score_spread":0.3854495940909534,"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."}}