{"id":"W1586556591","doi":"10.2196/resprot.4463","title":"The Effect of Health Information Technology on Health Care Provider Communication: A Mixed-Method Protocol","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Pager; Health communication; Health information technology; Health care; Knowledge management; Information and Communications Technology; Medicine; Public relations; Computer science; Telecommunications; World Wide Web","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":[0.08975223,0.004238847,0.005947931,0.005429729,0.004934818,0.004057195,0.004552082,0.007084706,0.04117476],"category_scores_gemma":[0.1221145,0.002811108,0.005599578,0.005246792,0.003722098,0.003109234,0.004127918,0.007593869,0.004877958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007271175,"about_ca_system_score_gemma":0.01776478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004808337,"about_ca_topic_score_gemma":0.004084342,"domain_scores_codex":[0.8959886,0.07619841,0.01158215,0.005287295,0.007121601,0.003822012],"domain_scores_gemma":[0.8785111,0.08036187,0.01053553,0.01354084,0.01526874,0.001781965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.4857171,0.1119004,0.01659633,0.05034732,0.007354241,0.001130623,0.02169351,0.01539907,0.004643641,0.02791671,0.03928354,0.2180175],"study_design_scores_gemma":[0.565331,0.1477837,0.05602831,0.01380324,0.008404264,0.000216648,0.01084845,0.05125694,0.00913446,0.02521095,0.110996,0.0009861699],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01410256,0.0001525359,0.005978416,0.000183162,0.0002474417,0.9763239,0.000961963,0.000155733,0.001894291],"genre_scores_gemma":[0.003657644,0.00002387876,0.004079438,0.00006887548,0.000009831369,0.9918932,0.00005491708,0.000006674688,0.0002055219],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08975223,"threshold_uncertainty_score":0.4746608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2591555827203333,"score_gpt":0.6815128096603486,"score_spread":0.4223572269400153,"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."}}