{"id":"W2085166380","doi":"10.1136/jech-2013-203098.21","title":"A NON-PARAMETRIC APPROACH TO SELECTION BIAS: EXAMINING THE ORGANIZATIONAL EFFECT OF FAMILY MEDICINE GROUPS ON ACCESS TO PRIMARY CARE AMONG DIABETICS IN QUEBEC","year":2013,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Family medicine; Population; Primary care; Emergency department; Selection bias; Demography; Nursing; 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":[0.1147195,0.001388412,0.001597317,0.003455548,0.004725984,0.002455802,0.006069676,0.002722347,0.005547065],"category_scores_gemma":[0.1633743,0.0007873943,0.006460764,0.005001788,0.005000323,0.001441329,0.004020864,0.002277865,0.0003604816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009162273,"about_ca_system_score_gemma":0.01669901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4553838,"about_ca_topic_score_gemma":0.3159777,"domain_scores_codex":[0.7973776,0.1706613,0.005609476,0.008764978,0.01033099,0.007255553],"domain_scores_gemma":[0.7790712,0.1637554,0.02749482,0.01771549,0.009454238,0.002508961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005329885,0.000238275,0.9787513,0.0001509035,0.001942946,0.0002698512,0.002799233,0.001746142,0.0001036886,0.00220715,0.001214601,0.01004298],"study_design_scores_gemma":[0.0002791221,0.001974014,0.9226251,0.0003776177,0.001503937,0.000323735,0.009810485,0.05521097,0.0004699627,0.003599662,0.003715781,0.0001096336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606431,0.0009831205,0.02773433,0.001740448,0.0002857641,0.002973896,0.002469904,0.000114688,0.00305487],"genre_scores_gemma":[0.9815029,0.0001256136,0.01248476,0.0004281871,0.00007637866,0.002799632,0.0007168836,0.000023439,0.001842254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5446162,"threshold_uncertainty_score":0.9054663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.198247657589654,"score_gpt":0.4670953324562639,"score_spread":0.2688476748666099,"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."}}