{"id":"W7096144738","doi":"","title":"OUT OF THE SHADOWS AT LAST Transforming Mental Health, Mental Illness and Addiction Services in Canada","year":2006,"lang":"en","type":"article","venue":"","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental illness; Addiction; Mental health; Addiction medicine; Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.004463875,0.000293754,0.0005294197,0.001175539,0.0166147,0.01022282,0.002229972,0.005093887,0.01602182],"category_scores_gemma":[0.00902409,0.0004716743,0.0006250416,0.002546846,0.006741819,0.00337459,0.005196485,0.008500043,0.001035438],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1720252,"about_ca_system_score_gemma":0.4575966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956794,"about_ca_topic_score_gemma":0.9986254,"domain_scores_codex":[0.9848213,0.001213244,0.0002145485,0.000382284,0.003710857,0.009657688],"domain_scores_gemma":[0.9724505,0.0009038493,0.000425575,0.0002447784,0.00480969,0.0211656],"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":[0.0003177756,0.0003811724,0.06676281,0.0005723055,0.0001039483,0.001233738,0.03672461,0.001261208,0.001639945,0.1102124,0.6118236,0.1689665],"study_design_scores_gemma":[0.0000777993,0.0001090512,0.138694,0.0008570126,0.00006702474,0.0002617446,0.06049123,0.0008280327,0.0005726042,0.004851574,0.7930216,0.0001683795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.135509,0.009327565,0.0005159615,0.76451,0.002606065,0.00008250052,0.001139698,0.0001075469,0.08620162],"genre_scores_gemma":[0.8162057,0.006363518,0.0008340375,0.09598207,0.000573874,0.00004501771,0.0005076795,0.0001327154,0.07935531],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1720252,"threshold_uncertainty_score":0.9603333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04317274233420181,"score_gpt":0.3257208552629897,"score_spread":0.2825481129287879,"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."}}