{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004345172,0.0002101631,0.0001625343,0.001351742,0.002578963,0.001134931,0.0007834138,0.0003077639,0.00663201],"category_scores_gemma":[0.002303525,0.0002568036,0.00025345,0.003790192,0.0005167467,0.0004680114,0.001475945,0.0003212803,0.0005091148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0239354,"about_ca_system_score_gemma":0.03506025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9725557,"about_ca_topic_score_gemma":0.9847536,"domain_scores_codex":[0.999122,0.00005325489,0.00005159766,0.0001335688,0.0002996104,0.0003399822],"domain_scores_gemma":[0.9947641,0.0002334105,0.001924075,0.0001152133,0.001122312,0.001840956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008275661,0.00003656943,0.9595764,0.0002437412,0.00003106814,0.0003770188,0.003487061,0.0003358563,0.0003143714,0.0009016602,0.01389431,0.02071924],"study_design_scores_gemma":[0.00001069934,0.00001968465,0.9825521,0.00007798865,0.00001494618,0.0001202166,0.002028252,0.0004298119,0.00005113514,0.00009952798,0.0145896,0.000006074118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9376597,0.001651679,0.0007341068,0.002800911,0.00006696282,0.0002641167,0.02186155,0.0001081301,0.03485277],"genre_scores_gemma":[0.9797992,0.0009425093,0.0009360557,0.0003721109,0.00003106902,0.0001169833,0.006363825,0.00001522679,0.01142311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0274443,"threshold_uncertainty_score":0.1736642,"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."}}