{"id":"W1599557396","doi":"10.1177/070674371005500706","title":"Do the Health of the Nation Outcome Scales Measure Outcome?","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Dalhousie University","keywords":"Mental health; Medicine; Nova scotia; Outcome (game theory); Psychiatry; Predictive validity; Confounding; Rating scale; Outpatient clinic; Global Assessment of Functioning; Clinical psychology; Psychology; Cognition","routes":{"ca_aff":false,"ca_fund":true,"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":[0.01251401,0.0006075884,0.001115567,0.001532183,0.000585804,0.001157913,0.0008897137,0.0009357687,0.00318946],"category_scores_gemma":[0.05655778,0.0001932611,0.0008416068,0.002659946,0.000939891,0.001637362,0.001189019,0.0009121977,0.0007908078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001590579,"about_ca_system_score_gemma":0.001903143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0176277,"about_ca_topic_score_gemma":0.03090739,"domain_scores_codex":[0.9888009,0.006394859,0.001254816,0.000872052,0.002132054,0.0005452917],"domain_scores_gemma":[0.9646948,0.01268455,0.0131819,0.001891231,0.005637617,0.001909742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004166759,0.000163013,0.9689993,0.0002637308,0.0004171192,0.0000211841,0.0002796945,0.0003265685,0.00004870631,0.0005341112,0.003589895,0.02494002],"study_design_scores_gemma":[0.0000730983,0.0001993802,0.9946121,0.0002090049,0.0001093478,0.00004625997,0.0003111871,0.0006727211,0.0001035892,0.0008674907,0.002766046,0.00002982439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9303899,0.004458058,0.00527936,0.003652107,0.0006584437,0.001245593,0.02626338,0.00007645568,0.02797667],"genre_scores_gemma":[0.9875426,0.0007959657,0.002552534,0.0003364916,0.000154153,0.0009500033,0.006783291,0.00001902912,0.0008660028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0176277,"threshold_uncertainty_score":0.06618118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05555897358435886,"score_gpt":0.3714028198378095,"score_spread":0.3158438462534506,"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."}}