{"id":"W4309661217","doi":"10.1016/s2215-0366(22)00338-8","title":"How much is enough? Considering minimally important change in youth mental health outcomes","year":2022,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Hospital for Sick Children; Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Cundill Centre for Child and Youth Depression","keywords":"Mental health; Interpretability; Context (archaeology); Relevance (law); Health care; Outcome (game theory); Psychology; MEDLINE; Meaning (existential); Medicine; Applied psychology; Medical education; Psychiatry; Computer science; Psychotherapist; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007363653,0.0007238056,0.004196278,0.001376217,0.0002847139,0.001805742,0.001222282,0.00144195,0.004981875],"category_scores_gemma":[0.01784917,0.0003541607,0.00323962,0.001298052,0.0009658769,0.00159837,0.001179113,0.003924082,0.0003258059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002170224,"about_ca_system_score_gemma":0.004692854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008098069,"about_ca_topic_score_gemma":0.0194891,"domain_scores_codex":[0.9965447,0.001505509,0.0006879961,0.0003233645,0.0007466083,0.0001919022],"domain_scores_gemma":[0.9891605,0.009069651,0.0009264283,0.0001322811,0.00051609,0.0001949726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005313,0.0001048588,0.001499152,0.1064041,0.004421527,0.00007770775,0.0002273258,0.0002475097,0.0001403593,0.00424514,0.009494087,0.8726069],"study_design_scores_gemma":[0.002629166,0.002225378,0.03698673,0.5504308,0.0419125,0.00100822,0.001637919,0.0007906253,0.0006300259,0.02460283,0.3369765,0.0001693336],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005216108,0.9965597,0.0001080614,0.001920071,0.0003530936,0.00001467368,0.0000519361,0.000005518468,0.0004652595],"genre_scores_gemma":[0.02794574,0.966837,0.0008317166,0.003451643,0.0005693759,0.00006913218,0.00007773377,0.000005128183,0.0002124883],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008098069,"threshold_uncertainty_score":0.03894317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3639446027068868,"score_gpt":0.4925496357897258,"score_spread":0.1286050330828389,"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."}}