{"id":"W2334637637","doi":"10.1097/wtf.0000000000000065","title":"Rethinking mental health care","year":2014,"lang":"en","type":"article","venue":"Intervention","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; Grand Challenges Canada; Wellcome Trust","keywords":"Mental health; Mental health care; Health care; Intervention (counseling); Nursing; Psychology; Psychiatry; Medicine; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.06097205,0.001104385,0.001437371,0.003270139,0.008730263,0.02072251,0.005270213,0.01285336,0.007951709],"category_scores_gemma":[0.04801805,0.0009654086,0.001526674,0.00189917,0.06509441,0.03405733,0.01641561,0.0388186,0.001114251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02840765,"about_ca_system_score_gemma":0.03095142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04130116,"about_ca_topic_score_gemma":0.06843258,"domain_scores_codex":[0.9674835,0.01824257,0.001624279,0.003547563,0.005107433,0.003994705],"domain_scores_gemma":[0.9498689,0.03685514,0.001127793,0.003645098,0.004656007,0.00384712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007320226,0.0001315865,0.001451824,0.0004812927,0.00007759674,0.0001173822,0.0267999,0.0006874801,0.000372898,0.8799198,0.03358338,0.05630372],"study_design_scores_gemma":[0.000126472,0.000142517,0.00306617,0.002447574,0.00009878276,0.0001590368,0.02881227,0.001013635,0.0004414257,0.6090487,0.3545483,0.00009501612],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008816058,0.01000051,0.0111202,0.938295,0.007276328,0.00004911573,0.00005113958,0.0001046926,0.02428699],"genre_scores_gemma":[0.4566691,0.01817192,0.01901062,0.4821348,0.01497373,0.0003625499,0.0001241991,0.0003726052,0.008180472],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06097205,"threshold_uncertainty_score":0.3224549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0429974836893547,"score_gpt":0.4275603352600664,"score_spread":0.3845628515707117,"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."}}