{"id":"W2148732776","doi":"10.1186/1472-6947-7-22","title":"Group differences in physician responses to handheld presentation of clinical evidence: a verbal protocol analysis","year":2007,"lang":"en","type":"article","venue":"BMC Medical Informatics and Decision Making","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Victoria; University Health Network; University of Toronto","funders":"Health Canada; University of Toronto; Ontario Ministry of Health and Long-Term Care","keywords":"Health informatics; Protocol (science); Presentation (obstetrics); Mobile device; Medicine; Psychology; Computer science; Multimedia; World Wide Web; Nursing; Public health; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01025766,0.00012732,0.0006201739,0.0005601094,0.0002755668,0.00001450856,0.0002394762,0.0002922526,0.0001478219],"category_scores_gemma":[0.005412539,0.00009443222,0.0000950408,0.001235021,0.00008718815,0.0001767898,0.0001924599,0.0005146507,0.00002685898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004518804,"about_ca_system_score_gemma":0.0007270837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009574367,"about_ca_topic_score_gemma":0.001957692,"domain_scores_codex":[0.9945462,0.0003671798,0.003427868,0.0001978322,0.001001414,0.0004595127],"domain_scores_gemma":[0.9798048,0.01831397,0.0007989219,0.0003204755,0.0001764532,0.000585417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001703836,0.00009402799,0.5220117,0.0007647374,0.000012141,0.000001146682,0.001137837,0.000007456899,9.266049e-7,0.001197859,0.0005255883,0.4725428],"study_design_scores_gemma":[0.002050938,0.0003145958,0.9281641,0.003381797,0.00004823586,7.348156e-7,0.004214182,0.05647298,0.000002153545,0.001798858,0.00340455,0.000146855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5370389,0.00002404127,0.4425757,0.00005069953,0.0001094723,0.01970647,0.000005290823,0.00001749615,0.0004719382],"genre_scores_gemma":[0.8717892,0.0001038063,0.08964588,0.003384312,0.0002173103,0.03482157,0.000005835388,0.000008918434,0.00002319117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4723959,"threshold_uncertainty_score":0.6479706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2353167320319094,"score_gpt":0.5969620627856065,"score_spread":0.3616453307536971,"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."}}