{"id":"W1978469870","doi":"10.1002/cam4.358","title":"Primary care physician characteristics associated with cancer screening: a retrospective cohort study in Ontario, Canada","year":2014,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Primary care; Retrospective cohort study; Medicine; Cohort; Family medicine; Cancer; Cohort study; Primary health care; Environmental health; Internal medicine; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006929025,0.000425088,0.0006349921,0.001327338,0.003044307,0.001468579,0.001273109,0.0007078774,0.001503904],"category_scores_gemma":[0.002070021,0.0008174364,0.0007656647,0.005475713,0.0007884431,0.0005730762,0.0009044997,0.0007261982,0.0002773305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01744353,"about_ca_system_score_gemma":0.02020311,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.977335,"about_ca_topic_score_gemma":0.9865753,"domain_scores_codex":[0.9984701,0.0001009554,0.0001159773,0.0003563098,0.0005085148,0.0004481357],"domain_scores_gemma":[0.9970341,0.0001750906,0.0008922821,0.000178295,0.001055998,0.0006642903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003478998,0.00002234857,0.9986551,0.00001651555,0.00003317964,0.00006703923,0.0003125296,0.00001934359,0.00007776597,0.00001504285,0.0003362275,0.0004102282],"study_design_scores_gemma":[0.000007664252,0.00002272834,0.9989901,0.00001529438,0.00002147159,0.00005085625,0.0004995224,0.00008896045,0.00001655509,0.000006880013,0.0002751253,0.000004695316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934789,0.0006326662,0.0001065143,0.000173559,0.00001298565,0.0001087302,0.004034559,0.000008905005,0.001443082],"genre_scores_gemma":[0.9975156,0.0003733955,0.0001177052,0.0001356912,0.000008298841,0.00004618888,0.001297859,0.000004117716,0.0005012095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02266502,"threshold_uncertainty_score":0.1265622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03037613465659493,"score_gpt":0.2894454655315839,"score_spread":0.259069330874989,"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."}}