{"id":"W4385408705","doi":"10.1186/s12916-023-02983-8","title":"A culturally adapted manual-assisted problem-solving intervention (CMAP) for adults with a history of self-harm: a multi-centre randomised controlled trial","year":2023,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Medical Research Council; Wellcome Trust","keywords":"Medicine; Randomized controlled trial; Emergency department; Suicidal ideation; Physical therapy; Poison control; Psychiatry; Suicide prevention; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00325552,0.001417085,0.003363836,0.0007776109,0.0008607234,0.001078323,0.001210923,0.002288018,0.007639151],"category_scores_gemma":[0.005683546,0.0006557148,0.002705704,0.0008804788,0.00104064,0.001079455,0.000969009,0.002186205,0.0005003504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001271401,"about_ca_system_score_gemma":0.002535666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00286521,"about_ca_topic_score_gemma":0.004147516,"domain_scores_codex":[0.997584,0.001339746,0.000309831,0.0003557992,0.0002214313,0.0001892154],"domain_scores_gemma":[0.9980868,0.0007052117,0.0004987407,0.0001359065,0.0001569479,0.0004164076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9227208,0.0271939,0.0009676712,0.006600182,0.002948457,0.00008929756,0.0002742604,0.0004127512,0.0009131515,0.0001640883,0.0006366908,0.0370787],"study_design_scores_gemma":[0.9517519,0.04526373,0.001520637,0.0002400829,0.0005420035,0.00001767994,0.00005810799,0.0001699249,0.00009160644,0.00007480422,0.0002587428,0.00001083832],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9425538,0.008401349,0.001288069,0.0007934399,0.001078451,0.04283078,0.0009252405,0.0001406751,0.001988254],"genre_scores_gemma":[0.9210365,0.005554229,0.00727951,0.001426019,0.0006058341,0.06164786,0.0004796485,0.00001769768,0.001952665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007639151,"threshold_uncertainty_score":0.02555549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05374320823687686,"score_gpt":0.3258417881809021,"score_spread":0.2720985799440253,"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."}}