{"id":"W275598541","doi":"10.1177/070674370705201110","title":"Book Review: Mental Health Research, Choosing Methods in Mental Health Research: Mental Health Research from Theory to Practice","year":2007,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Focus Groups and Qualitative Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Mental health; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003022078,0.002463607,0.003962434,0.006520266,0.001486167,0.00950731,0.002744846,0.003416391,0.06528369],"category_scores_gemma":[0.02463358,0.001340782,0.001601327,0.01411872,0.001891315,0.006991956,0.001967143,0.005982122,0.05303837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003118239,"about_ca_system_score_gemma":0.008753949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00434916,"about_ca_topic_score_gemma":0.008053785,"domain_scores_codex":[0.9957104,0.0008973185,0.0004699078,0.0004000977,0.002357247,0.0001650625],"domain_scores_gemma":[0.980368,0.009760927,0.001594634,0.0004549823,0.006851561,0.0009698979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006424581,0.000007283449,0.00002038681,0.001683808,0.00000953025,0.00001710247,0.0000454264,0.000040084,0.00003186654,0.0005838228,0.9752697,0.02228463],"study_design_scores_gemma":[0.00001893206,0.00002034475,0.0002934729,0.005789092,0.00002251175,0.0002569612,0.000087564,0.00005893835,0.00003452359,0.001821227,0.9915738,0.00002251791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002429106,0.7632136,0.002639425,0.05157266,0.1278462,0.0009535443,0.001789252,0.0005958507,0.05114641],"genre_scores_gemma":[0.002027376,0.7308685,0.005076833,0.04173565,0.06008008,0.001429828,0.003021023,0.0006305021,0.1551302],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06528369,"threshold_uncertainty_score":0.2183957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4122606467136395,"score_gpt":0.6478442132560607,"score_spread":0.2355835665424211,"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."}}