{"id":"W2983176545","doi":"10.2196/15301","title":"Mind the App: Considerations for the Future of Mobile Health in Canada","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Internet privacy; Context (archaeology); mHealth; Health care; Digital health; Smartphone app; Mobile apps; Business; Computer science; Medicine; World Wide Web; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01839179,0.0007111676,0.0008503315,0.002106003,0.01763314,0.0206221,0.005887012,0.02030461,0.0128311],"category_scores_gemma":[0.04089942,0.0006001442,0.001819687,0.002175786,0.01365504,0.00792949,0.005844397,0.01721228,0.001819261],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08679818,"about_ca_system_score_gemma":0.4885415,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.975234,"about_ca_topic_score_gemma":0.9847717,"domain_scores_codex":[0.9755526,0.002987809,0.001040506,0.002181284,0.01228796,0.005949859],"domain_scores_gemma":[0.9369279,0.01279009,0.001496388,0.001344635,0.02943098,0.01800988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001628618,0.0002109177,0.01293942,0.0007656376,0.00005635208,0.001507393,0.005874659,0.0012619,0.001882776,0.3514571,0.4878886,0.1359924],"study_design_scores_gemma":[0.00008386352,0.0001648624,0.01425406,0.002157941,0.0000953761,0.0004966909,0.007190141,0.0020684,0.0007431998,0.03534449,0.9370388,0.0003621815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004449617,0.007796292,0.002092008,0.9440818,0.002279699,0.00009568312,0.0003219848,0.0001272837,0.03875553],"genre_scores_gemma":[0.1618732,0.02536522,0.01723647,0.7404965,0.002469649,0.0002949307,0.0006769862,0.0001997204,0.05138732],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9132018,"threshold_uncertainty_score":0.6297678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05109645537730988,"score_gpt":0.4264222400560064,"score_spread":0.3753257846786965,"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."}}