{"id":"W1748781607","doi":"","title":"Referral Patterns and Training Needs in Psychiatry among Primary Care Physicians in Canadian Rural/Remote Areas.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Primary care; Referral; Medicine; Family medicine; Training (meteorology); Psychiatry; Geography","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":[0.0005863459,0.0001608922,0.000163907,0.001008065,0.002447675,0.0006449319,0.0005973411,0.0005316189,0.003626062],"category_scores_gemma":[0.003523663,0.0002405674,0.0001776619,0.001786787,0.0006222545,0.0003132354,0.0007787139,0.0005512533,0.0002620896],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007590434,"about_ca_system_score_gemma":0.01563878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8825583,"about_ca_topic_score_gemma":0.9456146,"domain_scores_codex":[0.9988469,0.0001009307,0.00006044743,0.000123295,0.0003770402,0.0004914159],"domain_scores_gemma":[0.9968455,0.0003055823,0.000858198,0.00003433428,0.0005915383,0.001364779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006040844,0.00008525661,0.9780483,0.00012326,0.00001399335,0.0006516923,0.006334664,0.0000522987,0.0005731765,0.0000838357,0.002384087,0.01158904],"study_design_scores_gemma":[0.000007280967,0.00004214586,0.9885883,0.00005125882,0.000006021174,0.0004643087,0.009328353,0.00008183742,0.00004129975,0.00001536205,0.001366103,0.000007719331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952646,0.0005516956,0.00004662772,0.001266214,0.0000122687,0.00004307229,0.000526114,0.000009156087,0.002280411],"genre_scores_gemma":[0.9984553,0.0003708087,0.0001333126,0.0003683401,0.000008477913,0.00001533331,0.0001994568,0.000003146904,0.0004459118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9924096,"threshold_uncertainty_score":0.2362667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04272194390879405,"score_gpt":0.331831254627747,"score_spread":0.289109310718953,"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."}}