{"id":"W3085528979","doi":"10.1080/07448481.2020.1817034","title":"Evaluation of a decision aid for the treatment of depression among college students","year":2020,"lang":"en","type":"article","venue":"Journal of American College Health","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Toronto Metropolitan University","funders":"","keywords":"Depression (economics); Psychology; Clinical psychology; Presentation (obstetrics); Medicine; Psychiatry","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":[0.005193229,0.0004555414,0.0003890983,0.0004466097,0.000503197,0.0008054421,0.0005699929,0.000556096,0.003871229],"category_scores_gemma":[0.02517316,0.0001915564,0.0005648967,0.0002612546,0.0002639254,0.0005409778,0.0006652755,0.0009098765,0.0004412679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007145423,"about_ca_system_score_gemma":0.001499459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000826234,"about_ca_topic_score_gemma":0.001785279,"domain_scores_codex":[0.9968758,0.002098201,0.0003269256,0.0001119842,0.0004299659,0.000157132],"domain_scores_gemma":[0.985468,0.01047612,0.001283184,0.0003116116,0.0009900784,0.001470951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0143974,0.05758084,0.1230908,0.001412223,0.0002451597,0.0005290231,0.007697993,0.001849223,0.004014298,0.0004036308,0.005040982,0.7837384],"study_design_scores_gemma":[0.03195292,0.2993811,0.5093493,0.002513604,0.002172245,0.00229769,0.021668,0.04591594,0.03738694,0.002475153,0.04437176,0.0005152749],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963929,0.0001430431,0.0006015708,0.0003550846,0.00003525574,0.0007550024,0.00009728139,0.00004577288,0.001574009],"genre_scores_gemma":[0.9882038,0.0002496394,0.00943,0.0001475932,0.00002183002,0.000854433,0.00009980211,0.000006269001,0.0009867095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005193229,"threshold_uncertainty_score":0.02746475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06320270425279612,"score_gpt":0.4047744734425711,"score_spread":0.3415717691897749,"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."}}