{"id":"W2394227420","doi":"10.1016/j.eurpsy.2016.01.586","title":"Canadian psychiatry utilization trends","year":2016,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; St. John’s Health Sciences Centre","funders":"","keywords":"Declaration; Psychiatry; Mental health; Feeling; Medicine; Phone; Service (business); Psychology; Family medicine; Political science; Business; Social psychology","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":[0.001045843,0.0004704561,0.0003561082,0.008053356,0.002699645,0.002225971,0.001447367,0.0004530624,0.01877027],"category_scores_gemma":[0.004871549,0.000270579,0.0009003429,0.01367009,0.0004482904,0.0007093763,0.000841634,0.0009590206,0.001782556],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05132605,"about_ca_system_score_gemma":0.08056358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955419,"about_ca_topic_score_gemma":0.9962522,"domain_scores_codex":[0.9969028,0.0001089924,0.0001529314,0.0002710394,0.001845413,0.0007187562],"domain_scores_gemma":[0.9912197,0.0002802811,0.0008899757,0.0001162164,0.006031798,0.001462001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000135477,0.0000607104,0.5193679,0.001924336,0.0002173796,0.0002708308,0.002287314,0.0006242137,0.0004605548,0.004401867,0.2919225,0.1783269],"study_design_scores_gemma":[0.000009115549,0.00002119691,0.8767632,0.0005671498,0.00005919713,0.000226092,0.001629151,0.0003522444,0.0001497918,0.0001940404,0.119991,0.00003782429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2593897,0.04250227,0.001838867,0.02873567,0.0008781342,0.0003938804,0.4824896,0.00107086,0.182701],"genre_scores_gemma":[0.7935756,0.04379895,0.003546321,0.004411625,0.0003874701,0.0002789611,0.1161057,0.0001873383,0.03770801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.948674,"threshold_uncertainty_score":0.3723983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03713097346551385,"score_gpt":0.3392914246206967,"score_spread":0.3021604511551829,"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."}}