{"id":"W2766410702","doi":"10.1097/yco.0000000000000382","title":"Smart phone technologies and ecological momentary data","year":2017,"lang":"en","type":"review","venue":"Current Opinion in Psychiatry","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; St. Michael's Hospital","funders":"","keywords":"Mobile phone; Depression (economics); mHealth; Internet privacy; Mainstream; Clinical trial; Computer science; Business; Data science; Psychology; Medicine; Psychiatry; Political science; Psychological intervention; Telecommunications","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":[0.003900345,0.001229259,0.003634684,0.004451303,0.0003310027,0.00257369,0.001518118,0.001750699,0.006531949],"category_scores_gemma":[0.02411538,0.0004846492,0.002030104,0.005104267,0.0008948373,0.002209314,0.001563033,0.001738607,0.001555974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000043,"about_ca_system_score_gemma":0.003735821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001920049,"about_ca_topic_score_gemma":0.002897054,"domain_scores_codex":[0.9970066,0.001142483,0.0006627515,0.0003485974,0.0007562048,0.00008334075],"domain_scores_gemma":[0.9801118,0.01605462,0.00208892,0.0003258037,0.001260421,0.0001583501],"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":[0.00009742357,0.00003862461,0.0009305291,0.2474735,0.001011387,0.0001055493,0.0001607806,0.0002665257,0.0001128817,0.00292857,0.01631819,0.730556],"study_design_scores_gemma":[0.00007979336,0.0001669907,0.01313677,0.41449,0.00369515,0.001465683,0.0003552639,0.0003488133,0.0003159451,0.005525346,0.5603061,0.0001141074],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001170711,0.9981967,0.0001961956,0.0004282561,0.000268901,0.00003988548,0.0001202673,0.000008554306,0.0006242355],"genre_scores_gemma":[0.002167638,0.9962817,0.000449908,0.0004183663,0.0003139958,0.00009137581,0.0001137019,0.00000448643,0.0001589182],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006531949,"threshold_uncertainty_score":0.02185154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3752806599301695,"score_gpt":0.5464476224066139,"score_spread":0.1711669624764444,"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."}}