{"id":"W3198591007","doi":"10.2196/28372","title":"Willingness of French General Practitioners to Prescribe mHealth Apps and Devices: Quantitative Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"mHealth; Medicine; Global Positioning System; Health care; Population; Nursing; Medical education; Psychological intervention; Family medicine; Internet privacy; Computer science; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002277098,0.0004395785,0.001132097,0.0003175125,0.001979377,0.00002507674,0.0002212192,0.0003344269,0.0001405539],"category_scores_gemma":[0.0003695076,0.0004240408,0.00005926297,0.001209572,0.0001514048,0.0002613212,0.000181479,0.001185185,0.00006552724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002826189,"about_ca_system_score_gemma":0.004810856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004475856,"about_ca_topic_score_gemma":0.005985292,"domain_scores_codex":[0.992492,0.001791424,0.002222695,0.00121892,0.0006118749,0.001663106],"domain_scores_gemma":[0.9932629,0.001223563,0.001122629,0.0008149568,0.0009187524,0.002657174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001560098,0.004503325,0.6560717,0.04599545,0.0001645703,0.00005424977,0.07474419,0.00006532925,0.0002222154,0.0983896,0.04040766,0.07782158],"study_design_scores_gemma":[0.003973324,0.002038663,0.8443993,0.0006368859,0.0001652378,0.00002940954,0.02489909,0.0003627909,0.00001107587,0.001320746,0.1216615,0.0005019032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719186,0.004960969,0.001204092,0.01044206,0.0006764305,0.008626104,0.0002690859,0.0001486404,0.001753959],"genre_scores_gemma":[0.9617189,0.00754847,0.009319849,0.01372004,0.000480089,0.006009791,0.0001759789,0.00008381198,0.000943038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1883276,"threshold_uncertainty_score":0.9998211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1246274426095295,"score_gpt":0.4972730362852529,"score_spread":0.3726455936757234,"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."}}