{"id":"W3013661092","doi":"10.5206/uwomj.v88i2.7918","title":"Funding options for the management of major depressive disorder in Canada","year":2020,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Major depressive disorder; Medical prescription; Psychiatry; Depression (economics); Mental health; Medicine; Intervention (counseling); Mental illness; Case management; Health care; Nursing; Economics; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002279388,0.0002341579,0.0002611094,0.001742115,0.003207381,0.003798439,0.001028226,0.001379812,0.005786703],"category_scores_gemma":[0.01719678,0.0002350347,0.0004304223,0.003165115,0.001195526,0.0007797687,0.001460413,0.001370001,0.0001696421],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06331081,"about_ca_system_score_gemma":0.1119517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.958317,"about_ca_topic_score_gemma":0.972408,"domain_scores_codex":[0.9965197,0.0007061992,0.0001505747,0.00009255424,0.001334423,0.001196462],"domain_scores_gemma":[0.9904061,0.002537815,0.001043131,0.0001496304,0.002679375,0.003183942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001102185,0.0004988182,0.1825707,0.001133787,0.0004168768,0.002299751,0.002337641,0.0485362,0.0008465631,0.2493786,0.2030697,0.3078091],"study_design_scores_gemma":[0.001296234,0.0004838564,0.402892,0.00479257,0.0005147397,0.001938939,0.01066946,0.09520963,0.0008366476,0.06874277,0.4121688,0.0004543461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5036303,0.02943332,0.003659857,0.2051904,0.0006535376,0.0008156441,0.009625992,0.0001697252,0.2468212],"genre_scores_gemma":[0.9799876,0.006668097,0.002129455,0.00269556,0.0001347361,0.0001018741,0.001232403,0.00001558725,0.007034694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9366892,"threshold_uncertainty_score":0.4593542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1832520070579464,"score_gpt":0.3297870146099637,"score_spread":0.1465350075520173,"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."}}