{"id":"W2726132013","doi":"10.2196/mhealth.7399","title":"Mobile Health Technology Using a Wearable Sensorband for Female College Students With Problem Drinking: An Acceptability and Feasibility Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences","keywords":"mHealth; Psychological intervention; Intervention (counseling); Brief intervention; Motivational interviewing; Psychology; Clinical psychology; Abstinence; Mobile technology; Behavior change; Wearable computer; Medicine; Applied psychology; Mobile device; Psychiatry; Social psychology; Computer science","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":[0.003797765,0.0006366216,0.0005395529,0.0006573081,0.0009678514,0.0008155365,0.0004662183,0.0007172191,0.003659805],"category_scores_gemma":[0.007982129,0.0004113353,0.0008443434,0.0002465415,0.0004084118,0.000750874,0.0008197575,0.0007357372,0.0005882235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003270438,"about_ca_system_score_gemma":0.0008446291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001690549,"about_ca_topic_score_gemma":0.003000596,"domain_scores_codex":[0.9977004,0.001165226,0.0001597776,0.0001804497,0.0004950166,0.0002992377],"domain_scores_gemma":[0.9973208,0.001190089,0.0002944355,0.0001523123,0.0007035579,0.0003387369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0087642,0.1350342,0.4398329,0.002099768,0.0003046645,0.003389619,0.05091842,0.0004453535,0.04088867,0.000393378,0.002352096,0.3155768],"study_design_scores_gemma":[0.002773447,0.2896432,0.6355306,0.0003573984,0.0005801559,0.003372632,0.04492552,0.003472112,0.008982392,0.000228549,0.009977347,0.0001566317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968303,0.00002836012,0.0005733626,0.0001005646,0.00001171568,0.001703343,0.00004904499,0.00001334465,0.0006899897],"genre_scores_gemma":[0.9926265,0.0001898067,0.003125812,0.0002129653,0.00003102342,0.002884588,0.00006642211,0.00001003698,0.0008529781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003797765,"threshold_uncertainty_score":0.02008474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1238053577113831,"score_gpt":0.4624813992764243,"score_spread":0.3386760415650412,"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."}}