{"id":"W3179554066","doi":"10.2196/27171","title":"Communicating Guideline Recommendations Using Graphic Narrative Versus Text-Based Broadcast Screensavers: Design and Implementation Study","year":2021,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Pennsylvania","keywords":"Subspecialty; Medical prescription; Odds ratio; Odds; Guideline; Medicine; Narrative; Quarter (Canadian coin); Family medicine; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.02716529,0.0008209888,0.0008077811,0.001344684,0.000871987,0.001421427,0.001295968,0.001309845,0.004488419],"category_scores_gemma":[0.05331054,0.000875411,0.001499709,0.0009519336,0.001270815,0.001475462,0.001737952,0.001352398,0.0004942382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00393562,"about_ca_system_score_gemma":0.006714735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002464412,"about_ca_topic_score_gemma":0.003180708,"domain_scores_codex":[0.9768287,0.01725681,0.001918029,0.001048192,0.001636219,0.001312092],"domain_scores_gemma":[0.9659767,0.02314755,0.004313182,0.001910761,0.002780201,0.001871738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.04408241,0.2710788,0.1039555,0.007641119,0.001056804,0.0008724143,0.06046283,0.002808902,0.005368565,0.001718087,0.002334558,0.4986199],"study_design_scores_gemma":[0.05198439,0.7581779,0.1263111,0.002677312,0.001859173,0.0003945267,0.03117006,0.006407655,0.007791819,0.001007165,0.01193499,0.0002839369],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818355,0.0001542971,0.002301353,0.0001797128,0.00004088638,0.01410842,0.0001006485,0.00004253409,0.001236695],"genre_scores_gemma":[0.9042878,0.000546435,0.03440765,0.0005183461,0.00009309894,0.0587837,0.0001674193,0.00002307769,0.001172384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02716529,"threshold_uncertainty_score":0.1436655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.505147043303758,"score_gpt":0.5506284246355994,"score_spread":0.04548138133184132,"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."}}