{"id":"W4237685507","doi":"10.2196/32740","title":"Pilot Testing in the Wild: Feasibility, Acceptability, Usage Patterns, and Efficacy of an Integrated Web and Smartphone Platform for Bipolar II Disorder","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Mindfulness; Intervention (counseling); Web application; Smartphone app; Medicine; Clinical psychology; Psychology; World Wide Web; Computer science; Nursing","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":[0.009577873,0.0007310651,0.0005890524,0.0004150017,0.0006826408,0.0009026211,0.0007965223,0.0007927932,0.002835404],"category_scores_gemma":[0.01509633,0.000444853,0.0008556732,0.0002108384,0.0009292256,0.001025032,0.0008884899,0.0009784307,0.0005460737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004327313,"about_ca_system_score_gemma":0.001005912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001061925,"about_ca_topic_score_gemma":0.00175602,"domain_scores_codex":[0.99634,0.002094324,0.000331022,0.000406016,0.0004733153,0.0003553262],"domain_scores_gemma":[0.9916095,0.004923774,0.0005588694,0.0007253983,0.001426991,0.0007554198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03971302,0.3091946,0.1458326,0.004254811,0.0006130382,0.00184805,0.03549725,0.002650303,0.06936096,0.0006764285,0.003236861,0.3871221],"study_design_scores_gemma":[0.006094219,0.8165605,0.1442412,0.0003127358,0.0004919702,0.0004949877,0.006203894,0.002402022,0.01749546,0.000371844,0.005239252,0.00009191277],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99111,0.00004047319,0.00135581,0.00006942333,0.00002442547,0.006599606,0.0001053912,0.00003970336,0.0006552913],"genre_scores_gemma":[0.9688568,0.000173252,0.01277459,0.0002194884,0.00004399668,0.01643768,0.0001867709,0.00002153204,0.001285934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009577873,"threshold_uncertainty_score":0.05065322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1001383948534238,"score_gpt":0.4035959453278737,"score_spread":0.30345755047445,"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."}}