{"id":"W2187836390","doi":"10.1186/s12875-015-0386-7","title":"Process quality indicators in family medicine: results of an international comparison","year":2015,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Medicine; Promotion (chess); Quality (philosophy); Family medicine; Multilevel model; Health care; Sample (material); Data collection; Environmental health; Economic growth","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":[0.01286522,0.0002767203,0.0004099194,0.003025193,0.0002930525,0.0008198309,0.0003238505,0.0002947044,0.0007484704],"category_scores_gemma":[0.0228874,0.000104699,0.0009912612,0.004936198,0.0005107789,0.001074834,0.001069268,0.0004285302,0.00007730657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001216735,"about_ca_system_score_gemma":0.0006987366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008121694,"about_ca_topic_score_gemma":0.005862489,"domain_scores_codex":[0.9953008,0.002319648,0.000503673,0.0005157547,0.001091961,0.0002681695],"domain_scores_gemma":[0.9803545,0.009964139,0.005167715,0.0009417924,0.002990093,0.000581835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005163447,0.00007413549,0.9719793,0.000153348,0.0005798586,0.00003680494,0.00181763,0.000303794,0.00007083238,0.0003036489,0.0002968603,0.02386743],"study_design_scores_gemma":[0.00002228361,0.000151074,0.9979044,0.0000664944,0.0001016284,0.00004628769,0.0008270041,0.000240107,0.00004873053,0.00008296905,0.0005028429,0.000006180014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916208,0.004883053,0.0007864342,0.0001683642,0.00003264032,0.00004751789,0.0004133321,0.000008048785,0.002039948],"genre_scores_gemma":[0.9987224,0.0005860506,0.0002487478,0.00001676717,0.00001165015,0.0000217427,0.0003431381,0.000003292141,0.00004614872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01286522,"threshold_uncertainty_score":0.06803858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3561385679116684,"score_gpt":0.5913821580742834,"score_spread":0.235243590162615,"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."}}