{"id":"W3170978134","doi":"10.1136/bmj.n1429","title":"Health apps are designed to track and share","year":2021,"lang":"en","type":"article","venue":"BMJ","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto","funders":"Hospital for Sick Children; Government of Canada","keywords":"Computer science; Track (disk drive); World Wide Web; Data science; Operating system","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003167164,0.00142388,0.0008445736,0.003570802,0.001274046,0.004350209,0.001972903,0.002807483,0.03516905],"category_scores_gemma":[0.02084851,0.001118398,0.0007903546,0.002676208,0.001203602,0.006822378,0.005083347,0.00164717,0.03719866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006832412,"about_ca_system_score_gemma":0.001282625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001973004,"about_ca_topic_score_gemma":0.00194416,"domain_scores_codex":[0.9947128,0.001372967,0.0004671744,0.0006518556,0.002414373,0.0003807585],"domain_scores_gemma":[0.9813806,0.007839805,0.002236215,0.003126207,0.004047056,0.00137011],"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":[0.0008310082,0.000408604,0.0125511,0.002357425,0.0001700971,0.000546672,0.001950334,0.0004029501,0.004585892,0.0190718,0.3851228,0.5720014],"study_design_scores_gemma":[0.000142794,0.0004179631,0.01006618,0.00061439,0.0001316322,0.001147864,0.0004309462,0.001106099,0.003758143,0.007311695,0.9747483,0.0001238758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.06571794,0.03301822,0.1879269,0.0250332,0.01359658,0.01148079,0.02347487,0.05773533,0.5820162],"genre_scores_gemma":[0.3338212,0.02593382,0.1523812,0.0224256,0.009518589,0.008748313,0.02205622,0.006151796,0.4189632],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03516905,"threshold_uncertainty_score":0.1176522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09634919052372122,"score_gpt":0.4782253049701068,"score_spread":0.3818761144463856,"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."}}