{"id":"W1970819099","doi":"10.2196/jmir.2989","title":"Pretreatment Attrition and Formal Withdrawal During Treatment and Their Predictors: An Exploratory Study of the Anxiety Online Data","year":2014,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Northwestern Polytechnic","funders":"Australian Government","keywords":"Attrition; Popularity; Anxiety; Psychological intervention; Psychology; Mental health; Exploratory research; Clinical psychology; Data collection; Psychiatry; Medicine; Social psychology","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":[0.009523066,0.000366545,0.0005246763,0.001327876,0.001030973,0.0009291065,0.000950869,0.0005728861,0.002595035],"category_scores_gemma":[0.02220829,0.000261216,0.001004996,0.001349865,0.000623216,0.0009820098,0.002022865,0.001384844,0.0005384427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007344962,"about_ca_system_score_gemma":0.001300733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005843951,"about_ca_topic_score_gemma":0.006507186,"domain_scores_codex":[0.9926841,0.004518743,0.0004452215,0.0005058595,0.0009701662,0.0008760768],"domain_scores_gemma":[0.9787026,0.01008447,0.006145867,0.002072677,0.001658249,0.001336109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004757806,0.0006282821,0.9918538,0.00001909846,0.00008014699,0.0000926155,0.00134301,0.00009021616,0.0001496504,0.00005576672,0.0003219333,0.004889624],"study_design_scores_gemma":[0.00002284981,0.0006883448,0.9947987,0.00001785951,0.00004653518,0.0001622421,0.002290155,0.00143143,0.000173683,0.00003960028,0.0003175308,0.0000109833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991589,0.00001574226,0.0002282756,0.00003107435,0.000001460735,0.00006979457,0.0003696138,0.000004947145,0.0001201407],"genre_scores_gemma":[0.9983482,0.00001366778,0.0004468369,0.0000291865,0.000004020791,0.0001763171,0.0007946111,0.000007369516,0.0001797661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009523066,"threshold_uncertainty_score":0.05036336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1685158793716021,"score_gpt":0.4781362980023385,"score_spread":0.3096204186307364,"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."}}