{"id":"W6939871443","doi":"10.6084/m9.figshare.c.6991601","title":"Costs of major depression covered / not covered in British Columbia, Canada","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Major depressive disorder; Depression (economics); Cohort; Public health; Population; Healthcare system; Mental health; Cohort study","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":[0.0003825865,0.0003554763,0.000396821,0.002114791,0.002453623,0.001968393,0.001354241,0.0004484684,0.00535892],"category_scores_gemma":[0.002640005,0.0003443872,0.000526837,0.005400424,0.0003970707,0.0003999536,0.0008493205,0.0008746631,0.0003953839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04965122,"about_ca_system_score_gemma":0.04838213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9979526,"about_ca_topic_score_gemma":0.9989644,"domain_scores_codex":[0.9990078,0.00007891293,0.00009486598,0.0001150037,0.0003107192,0.0003926858],"domain_scores_gemma":[0.9965502,0.0001491292,0.0005458423,0.00006060046,0.00165314,0.001040939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002106823,0.00006057392,0.956874,0.0002133813,0.0001934417,0.0004368274,0.0003841147,0.0006862828,0.0001611881,0.000566247,0.02436373,0.01584953],"study_design_scores_gemma":[0.00002667038,0.00001765909,0.993068,0.0001752472,0.00006411182,0.000160588,0.001270107,0.0007560076,0.00005578218,0.0000919022,0.004291168,0.00002277924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.909061,0.005574704,0.0001207796,0.003604699,0.00009901094,0.00009370645,0.06735922,0.00003629067,0.01405053],"genre_scores_gemma":[0.9800693,0.00242545,0.0001971051,0.0005742596,0.00002396601,0.00004017396,0.01169253,0.00001276024,0.004964518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04965122,"threshold_uncertainty_score":0.3602465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167967075874602,"score_gpt":0.2341985190493333,"score_spread":0.217401811461873,"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."}}