{"id":"W2086769672","doi":"10.2196/resprot.1925","title":"Electronic Problem-Solving Treatment: Description and Pilot Study of an Interactive Media Treatment for Depression","year":2012,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Space Biomedical Research Institute; Brigham and Women's Hospital; National Aeronautics and Space Administration","keywords":"Depression (economics); Psychology; Psychotherapist; Multimedia; Clinical psychology; Computer science; Psychiatry; 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":[0.003862061,0.001065867,0.0009789501,0.001102391,0.00143685,0.0008760334,0.002182555,0.001684283,0.005681773],"category_scores_gemma":[0.005265086,0.000605864,0.001081253,0.0008598124,0.0008378529,0.0009582434,0.001196865,0.001561856,0.0008394003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008723796,"about_ca_system_score_gemma":0.0022685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002638613,"about_ca_topic_score_gemma":0.004073402,"domain_scores_codex":[0.9968345,0.001802255,0.0003087755,0.0002426408,0.0004058844,0.0004060172],"domain_scores_gemma":[0.9970908,0.001590632,0.0001622976,0.0003304073,0.0003022746,0.0005236611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01997727,0.5441689,0.0146043,0.003830953,0.0003979298,0.003245525,0.008244012,0.001581346,0.009856491,0.0005126706,0.002365575,0.391215],"study_design_scores_gemma":[0.06011132,0.836754,0.0713519,0.0004028978,0.0004734501,0.002663853,0.00417117,0.002324844,0.009359409,0.0004405579,0.01181238,0.0001342534],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9684182,0.0004350764,0.002636349,0.0003247789,0.00009378945,0.02435583,0.0004846239,0.0001289288,0.003122534],"genre_scores_gemma":[0.8957303,0.003175012,0.03239012,0.001064977,0.0003550149,0.06069692,0.001628755,0.00007125016,0.004887751],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.005681773,"threshold_uncertainty_score":0.02042478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4069084566896818,"score_gpt":0.6110503641729415,"score_spread":0.2041419074832597,"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."}}