{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006967331,0.0001107665,0.0001638037,0.00008662698,0.0001143014,0.00003325808,0.0002358086,0.0001548173,0.001905053],"category_scores_gemma":[0.0003496575,0.00009498509,0.00007183236,0.0002483526,0.0003658066,0.00008820218,0.0001504306,0.0002179249,0.002467331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001272969,"about_ca_system_score_gemma":0.00008984788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000077869,"about_ca_topic_score_gemma":0.0001062171,"domain_scores_codex":[0.9985126,0.00004094793,0.0003484764,0.0002795669,0.0003923376,0.0004260579],"domain_scores_gemma":[0.9992781,0.00005067142,0.00007985295,0.0003150829,0.00009351459,0.0001827873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002022233,0.0001686543,0.001198948,0.00004272871,0.00001330939,0.0000270757,0.001761563,1.799073e-9,1.413137e-7,0.002062529,0.04520298,0.9495019],"study_design_scores_gemma":[0.001295954,0.006923321,0.009775549,0.0007444272,0.000007424448,0.0001503042,0.02923408,0.00001061306,0.0002868318,0.003502134,0.9476647,0.0004046606],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5021998,0.009710173,0.0003451947,0.03549397,0.01086942,0.001132549,0.0006492106,0.005953317,0.4336464],"genre_scores_gemma":[0.9977189,0.000001665606,0.00007145545,0.001168656,0.00008246638,0.00006273344,0.00008013417,0.00001760072,0.0007964174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9490972,"threshold_uncertainty_score":0.9990073,"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."}}