{"id":"W2132458702","doi":"10.12927/hcq.2011.22146","title":"Improving Mental Healthcare by Primary Care Physicians in British Columbia","year":2011,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Veterinarians of British Columbia; Island Health","funders":"","keywords":"Primary care; Mental health; Training (meteorology); Medicine; Nursing; Family medicine; Health care; Medical education; Psychology; Psychiatry","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":[0.0007348099,0.0002427716,0.000207117,0.001298579,0.00515702,0.001744265,0.00119322,0.001023378,0.00897113],"category_scores_gemma":[0.003797584,0.000466758,0.0002610641,0.002314906,0.0005889056,0.0007254442,0.001715822,0.001425445,0.000684189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05105425,"about_ca_system_score_gemma":0.09709895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9868526,"about_ca_topic_score_gemma":0.994251,"domain_scores_codex":[0.9988884,0.0001360847,0.00005155997,0.0001092857,0.0003181783,0.0004964562],"domain_scores_gemma":[0.9953518,0.0003233464,0.0002503593,0.0000624381,0.001475797,0.00253625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003443358,0.0008567583,0.4518922,0.001351346,0.00009178203,0.003486493,0.01909555,0.0006340378,0.002994268,0.001771646,0.2151639,0.3023178],"study_design_scores_gemma":[0.0001436181,0.0001657385,0.8630261,0.0008403678,0.00004778096,0.0006205242,0.0158962,0.0006217741,0.0002696608,0.0001459767,0.1181546,0.00006766673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8410451,0.01502578,0.0003628596,0.05718407,0.00101242,0.0007180962,0.005247138,0.0002745541,0.07913],"genre_scores_gemma":[0.9307607,0.01073443,0.002126583,0.02610405,0.0001759884,0.0002848768,0.001654177,0.00006521222,0.02809387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05105425,"threshold_uncertainty_score":0.3704262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02828620242889132,"score_gpt":0.3329289426500422,"score_spread":0.304642740221151,"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."}}