{"id":"W3217118152","doi":"10.2196/33012","title":"Physicians’ Attitudes Toward Prescribable mHealth Apps and Implications for Adoption in Germany: Mixed Methods Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":155,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Specialty; Health care; Psychology; Reimbursement; Medical prescription; Family medicine; Medicine; Medical education; Nursing; Psychological intervention","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":[0.003810229,0.0004555028,0.001122621,0.0003653016,0.002404807,0.00003944909,0.0002344791,0.0004197505,0.00003833111],"category_scores_gemma":[0.0003248158,0.0004720204,0.0000814831,0.0009824604,0.0001252112,0.0002714678,0.0002072541,0.001217133,0.00002007377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005392497,"about_ca_system_score_gemma":0.003280289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001018143,"about_ca_topic_score_gemma":0.003113597,"domain_scores_codex":[0.9920002,0.002206147,0.002080415,0.001392156,0.0002635865,0.002057471],"domain_scores_gemma":[0.9945815,0.001802793,0.0008002222,0.0009037402,0.0005009098,0.001410865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005986103,0.002954696,0.3048946,0.0249216,0.00004784258,0.00000391064,0.01134078,0.00001423482,0.0002538104,0.05160415,0.01424379,0.5891219],"study_design_scores_gemma":[0.003554542,0.0005037652,0.9160551,0.000284048,0.00008019997,0.000009665988,0.007169416,0.0003001112,0.000005012769,0.003665314,0.06804691,0.0003259036],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9035446,0.014033,0.01417502,0.04061426,0.001259538,0.02430064,0.0004232254,0.0004186098,0.001231135],"genre_scores_gemma":[0.9153718,0.01283995,0.02369133,0.009155891,0.000672871,0.03732695,0.0002706281,0.000107258,0.0005633237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6111605,"threshold_uncertainty_score":0.9997731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1538204531003287,"score_gpt":0.5391915472904535,"score_spread":0.3853710941901248,"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."}}