{"id":"W1991372790","doi":"10.1097/01.mlr.0000053971.89707.97","title":"Patient, Physician, and Community Factors Affecting Referrals to Specialists in Ontario, Canada","year":2003,"lang":"en","type":"article","venue":"Medical Care","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Referral; Medicine; Family medicine; Population; Primary care physician; Poisson regression; Health care; Community health; Primary care; Demography; Public health; Environmental health; Nursing","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":[0.0005460258,0.0001739515,0.0002671354,0.0006804003,0.002091329,0.0008003055,0.0009949949,0.0004100118,0.002746029],"category_scores_gemma":[0.003954372,0.0002870188,0.0003598371,0.002197757,0.0006859648,0.0003127869,0.0006115134,0.0005809261,0.0001865264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0237533,"about_ca_system_score_gemma":0.02481994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9871488,"about_ca_topic_score_gemma":0.9936469,"domain_scores_codex":[0.9988992,0.0001197068,0.00007903388,0.000153072,0.0004241729,0.0003247365],"domain_scores_gemma":[0.9962237,0.000391223,0.001348868,0.00008271531,0.0009014883,0.001051961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002755549,0.00002172267,0.9963075,0.00002187983,0.00001667383,0.00008530438,0.0005898319,0.00006379237,0.00008152791,0.00004121252,0.001013611,0.001729422],"study_design_scores_gemma":[0.000005435385,0.00001323688,0.9983689,0.00001847697,0.000009396313,0.00006618504,0.0008806025,0.0001816604,0.00001427563,0.00001479328,0.0004229662,0.000003993307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954543,0.0003707285,0.00005844254,0.0009439383,0.000007937751,0.00003345011,0.001497434,0.000009952495,0.00162383],"genre_scores_gemma":[0.9987212,0.0002175675,0.00009054533,0.0001116116,0.000006751213,0.00001182156,0.0003964158,0.000003574685,0.0004405391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0237533,"threshold_uncertainty_score":0.1723431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0307267173470259,"score_gpt":0.2530636874619553,"score_spread":0.2223369701149294,"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."}}