{"id":"W4925703","doi":"10.1007/978-1-4614-6170-8_100243","title":"Consumer Health Informatics","year":2014,"lang":"en","type":"article","venue":"","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Health informatics; Informatics; Business; Medicine; Nursing; Political science; Law; Public health","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001779412,0.0006068254,0.0004253791,0.002456151,0.001354823,0.004650325,0.0007340327,0.001658367,0.4573561],"category_scores_gemma":[0.004172275,0.0005118127,0.000424991,0.002963308,0.0005740591,0.002685637,0.002121529,0.00159305,0.2573259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001373627,"about_ca_system_score_gemma":0.003087415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002771816,"about_ca_topic_score_gemma":0.003906662,"domain_scores_codex":[0.9985776,0.0003180523,0.00006795155,0.0001803568,0.0007354448,0.0001206373],"domain_scores_gemma":[0.9968002,0.0008439352,0.0001132087,0.0006083257,0.001128029,0.0005062317],"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":[0.000058502,0.0001987817,0.001262072,0.0001860357,0.000005461248,0.00006767298,0.0003982907,0.00004179681,0.001314103,0.01431498,0.7180433,0.2641091],"study_design_scores_gemma":[0.00001268744,0.00002330799,0.001704355,0.00005571294,0.000003641851,0.0000757988,0.0001451764,0.0001480564,0.0005085473,0.0018016,0.9955141,0.000006992731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002231877,0.0007104545,0.004732796,0.007654098,0.0007034682,0.0002516092,0.002890953,0.002380757,0.978444],"genre_scores_gemma":[0.0151198,0.001271608,0.005002843,0.003803568,0.0006943226,0.0002309883,0.00510509,0.000591914,0.9681798],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4573561,"threshold_uncertainty_score":0.7740157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05061980762742898,"score_gpt":0.4555510423683861,"score_spread":0.4049312347409571,"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."}}