{"id":"W4236743739","doi":"10.1097/01.jaa.0000443974.55890.73","title":"Commentaries on health services research","year":2014,"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":"","funders":"","keywords":"Health services; Medicine; Environmental health","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2255604,0.002163212,0.004779267,0.01768199,0.01631778,0.01976148,0.01199978,0.03363895,0.08073767],"category_scores_gemma":[0.5897564,0.002658934,0.006338045,0.05439454,0.01398562,0.01015801,0.01206141,0.031917,0.01495912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1306157,"about_ca_system_score_gemma":0.2347557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.675053,"about_ca_topic_score_gemma":0.5730838,"domain_scores_codex":[0.6588641,0.09122781,0.05385149,0.01892731,0.1502176,0.02691173],"domain_scores_gemma":[0.3036692,0.4116037,0.02461589,0.03434113,0.2150409,0.01072921],"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":[0.00006961528,0.000005742982,0.0003709161,0.005191881,0.0001221385,0.00009495737,0.001384856,0.00005088356,0.0000491239,0.01865922,0.9643582,0.009642555],"study_design_scores_gemma":[0.0001025408,0.00001151369,0.00180829,0.01471462,0.000172934,0.00003706393,0.00153795,0.00006151528,0.0001365448,0.003274681,0.978063,0.00007928393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003897165,0.0353903,0.0007914004,0.8234481,0.05497543,0.001203262,0.0102346,0.000143267,0.07342396],"genre_scores_gemma":[0.01606685,0.02128915,0.00159243,0.917835,0.01697808,0.002421587,0.002428497,0.0003121607,0.02107625],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.675053,"threshold_uncertainty_score":0.9550219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1432124856707074,"score_gpt":0.5531986454415802,"score_spread":0.4099861597708728,"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."}}