{"id":"W4396522489","doi":"10.2196/56118","title":"Motivational Variables as Moderating Effects of a Web-Based Mental Health Program for University Students: Secondary Analysis of a Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Randomized controlled trial; Moderation; Applied psychology; Medical education; Medicine; Social psychology; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01713148,0.002393057,0.006847778,0.00141684,0.0008079315,0.002155486,0.001367177,0.002882331,0.008981176],"category_scores_gemma":[0.0248901,0.0009349407,0.01015619,0.001225475,0.001502198,0.001384149,0.00131397,0.003236437,0.000610327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00152065,"about_ca_system_score_gemma":0.003208453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001568679,"about_ca_topic_score_gemma":0.001982952,"domain_scores_codex":[0.9822683,0.01258679,0.001730671,0.001347681,0.001066338,0.001000073],"domain_scores_gemma":[0.9822531,0.01113446,0.002930647,0.00141014,0.001112714,0.001158902],"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":[0.9618757,0.006741992,0.001672545,0.002496298,0.01489559,0.00003088008,0.00009992389,0.0002674038,0.0004952038,0.0001251812,0.0003370409,0.01096216],"study_design_scores_gemma":[0.9020953,0.07426181,0.005786903,0.0003253587,0.01497649,0.00001732285,0.00005981615,0.001175481,0.000526749,0.0003368831,0.0004098911,0.00002811443],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9391289,0.009919677,0.004441824,0.0006425499,0.002222608,0.03949508,0.001550283,0.0004148996,0.002184301],"genre_scores_gemma":[0.944679,0.001979266,0.006794284,0.0005107482,0.000690172,0.04339166,0.0004776937,0.00004840119,0.001428764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01713148,"threshold_uncertainty_score":0.09060097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03760431684188915,"score_gpt":0.4868814439213697,"score_spread":0.4492771270794806,"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."}}