{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003554387,0.0003544658,0.001172009,0.0001094424,0.0001178783,0.00001177889,0.0001766712,0.00008909722,0.0003489196],"category_scores_gemma":[0.0001487533,0.0002726025,0.00004027989,0.0005600003,0.0001449943,0.00009463765,0.0000437352,0.0007172087,7.770502e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008739107,"about_ca_system_score_gemma":0.003115785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9879737,"about_ca_topic_score_gemma":0.9982596,"domain_scores_codex":[0.99705,0.00007895167,0.0004580134,0.0006180584,0.00124099,0.0005539447],"domain_scores_gemma":[0.9983568,0.00006424738,0.0002854894,0.000410891,0.0006048189,0.0002777833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004472561,0.00006763134,0.9894603,0.00004975359,0.0002597607,0.0001871337,0.002305993,0.0000317476,0.00006510411,0.000006306343,0.002586821,0.004532205],"study_design_scores_gemma":[0.0045944,0.001205673,0.9852974,0.002788757,0.0005131296,0.000004955803,0.002204426,0.00006272389,0.00002331122,0.000003521241,0.003008088,0.0002936472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866561,0.0007211854,0.00004191983,0.0008996434,0.0004661671,0.001199584,0.00004246407,0.00005090094,0.009922082],"genre_scores_gemma":[0.9921931,0.00004326747,0.00002772911,0.005738495,0.0006025703,0.0003142767,0.0002137773,0.00004474238,0.0008220485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01028597,"threshold_uncertainty_score":0.9999726,"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."}}