{"id":"W2005543440","doi":"10.1016/j.drugalcdep.2008.06.010","title":"Feasibility and validity of computerized ambulatory monitoring in drug-dependent women","year":2008,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Craving; Mood; Polysubstance dependence; Ambulatory; Substance abuse; Psychiatry; Psychology; Clinical psychology; Medicine; Addiction; Internal medicine","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":[0.004354908,0.0003036301,0.0003343497,0.0007414878,0.0005276746,0.0008120207,0.0005075139,0.0007370709,0.001150017],"category_scores_gemma":[0.0264513,0.0003443588,0.0004352331,0.0007254495,0.0005028012,0.0006891756,0.0005665176,0.0006836457,0.0003898745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004639467,"about_ca_system_score_gemma":0.0006444231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002913909,"about_ca_topic_score_gemma":0.00460899,"domain_scores_codex":[0.9970317,0.001910828,0.0002154124,0.0002718854,0.0004191347,0.0001510948],"domain_scores_gemma":[0.9830235,0.01152663,0.001888644,0.0008531045,0.002075116,0.0006330328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002253882,0.001688317,0.9738035,0.00004882769,0.0000775574,0.00006355954,0.001045069,0.00008626966,0.0009834642,0.0001170219,0.0002134417,0.01961912],"study_design_scores_gemma":[0.0003360484,0.004960143,0.9896961,0.00003296371,0.0001071624,0.0002017242,0.00126024,0.001698737,0.0008564586,0.0001108089,0.0007234534,0.00001608182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978248,0.000120282,0.0002937324,0.0001131305,0.00003625086,0.000134572,0.0001411155,0.000006001655,0.001330148],"genre_scores_gemma":[0.9980883,0.0001448757,0.0008157932,0.00008544993,0.00004000052,0.0001817367,0.000158251,0.000004259851,0.0004812354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004354908,"threshold_uncertainty_score":0.02303123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09759310440443764,"score_gpt":0.3706064382356459,"score_spread":0.2730133338312083,"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."}}