{"id":"W2149816395","doi":"","title":"Multispecialty physician networks in Ontario.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Medicine; Family medicine; Primary care; Ambulatory care; Primary care physician; Health care; Population; Emergency medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003950895,0.0001257919,0.0002893298,0.00008645038,0.0002457954,0.00000974927,0.0001708886,0.0001779404,0.001713816],"category_scores_gemma":[0.00004978781,0.0001110322,0.00005216649,0.0001653787,0.00003264739,0.000225683,0.0001015175,0.0009091818,0.0006854308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001500946,"about_ca_system_score_gemma":0.0004187102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2287827,"about_ca_topic_score_gemma":0.5971635,"domain_scores_codex":[0.9979565,0.0001933647,0.0004545968,0.000223104,0.0001394354,0.001032999],"domain_scores_gemma":[0.9990758,0.0002598727,0.0001183734,0.0002705706,0.00006501014,0.000210423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000136892,0.00004000329,0.5700302,0.00002612926,0.000006676002,0.000003365343,0.0006458884,0.000007513944,4.655735e-7,0.0004727727,0.2296933,0.19906],"study_design_scores_gemma":[0.0005430199,0.000003855037,0.80352,0.000006133222,0.000002654702,8.694225e-8,0.00009210063,0.00001840537,4.153929e-7,0.0004412245,0.1952791,0.00009308318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.398338,0.0002484935,0.0001348531,0.01594808,0.004081711,0.006314412,0.000004172623,0.0002140232,0.5747163],"genre_scores_gemma":[0.8837507,0.00003238849,0.0001186762,0.0839695,0.0008923988,0.01036452,0.00002054726,0.00002710167,0.02082412],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5538921,"threshold_uncertainty_score":0.9991987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05517216019863141,"score_gpt":0.3339047500423098,"score_spread":0.2787325898436784,"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."}}