{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004333431,0.0003664802,0.0004828516,0.001889769,0.001127553,0.001756818,0.0005109403,0.001201943,0.003316069],"category_scores_gemma":[0.01154107,0.0003858664,0.0006188301,0.001988716,0.0008824272,0.0009085831,0.0007168999,0.0006825657,0.0004610225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00311913,"about_ca_system_score_gemma":0.002051661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05381856,"about_ca_topic_score_gemma":0.05145207,"domain_scores_codex":[0.9966632,0.001461247,0.0003045969,0.0004568413,0.0006843849,0.0004297873],"domain_scores_gemma":[0.9904406,0.004649784,0.002335337,0.0002786028,0.001511353,0.000784327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002463539,0.000437557,0.9110993,0.0005678123,0.0001355728,0.0007354915,0.06427154,0.0000987656,0.0008356503,0.0001357047,0.001711291,0.019725],"study_design_scores_gemma":[0.00003603795,0.0006393468,0.9393083,0.0001588122,0.00004821822,0.0006530409,0.05489839,0.0001994747,0.0001090296,0.00002828551,0.003881161,0.00003981212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978513,0.0004389324,0.0001158929,0.0002455721,0.000006750146,0.00008601545,0.0003884754,0.000006093179,0.0008610386],"genre_scores_gemma":[0.9977316,0.0005952091,0.0003112297,0.0004209919,0.00001888355,0.0001434221,0.000236239,0.000003877703,0.0005385705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05381856,"threshold_uncertainty_score":0.1070106,"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."}}