{"id":"W4254992359","doi":"10.1097/00005650-900000000-98502","title":"Patient-directed Digital Health Technologies","year":2018,"lang":"en","type":"article","venue":"Medical Care","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital health; MEDLINE; Medicine; Computer science; Health care; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003045266,0.0004448745,0.0004348984,0.00210559,0.0005751643,0.003910525,0.001467139,0.001123633,0.0734397],"category_scores_gemma":[0.01514886,0.0001833764,0.0004641936,0.002827388,0.0004555008,0.002781491,0.002877143,0.001022417,0.02538162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105884,"about_ca_system_score_gemma":0.001788537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003109032,"about_ca_topic_score_gemma":0.003562016,"domain_scores_codex":[0.9978969,0.0008379605,0.0001931877,0.0002647965,0.0006673847,0.0001397242],"domain_scores_gemma":[0.9924344,0.003028798,0.0006544995,0.001854643,0.001313706,0.0007140852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001659341,0.0002527194,0.01084745,0.0009929554,0.00007560727,0.0002345129,0.0006151622,0.0005504768,0.0008054107,0.01943865,0.308562,0.6574591],"study_design_scores_gemma":[0.0001119689,0.0001716496,0.01317393,0.0008754999,0.0000621303,0.0007816902,0.0004945886,0.00236223,0.001263811,0.01740518,0.9632444,0.00005288159],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03547964,0.01143135,0.06582875,0.02785108,0.001975067,0.001977692,0.05889721,0.01442649,0.7821327],"genre_scores_gemma":[0.5645746,0.02664707,0.1067532,0.02021224,0.00350692,0.002431145,0.05712732,0.001428484,0.217319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0734397,"threshold_uncertainty_score":0.2456803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02170648692019076,"score_gpt":0.3842895206463913,"score_spread":0.3625830337262005,"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."}}