{"id":"W2209325923","doi":"10.14236/jhi.v19i4.815","title":"Emergency medicine residents' beliefs about contributing to aGoogle DocsTM presentation: a survey protocol","year":2011,"lang":"en","type":"article","venue":"Journal of Innovation in Health Informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré de santé et de services sociaux de Chaudière-Appalaches","funders":"","keywords":"Presentation (obstetrics); Protocol (science); Certification; Medical education; Health care; Medicine; Psychology; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03044892,0.0001213236,0.0003775891,0.0009929794,0.000498771,0.00002204986,0.0003482071,0.000126623,0.0004556098],"category_scores_gemma":[0.05489231,0.0001141072,0.00002395967,0.004745508,0.00009136475,0.0008283138,0.00003559333,0.0004183135,0.00001837513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008254532,"about_ca_system_score_gemma":0.002561689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01839803,"about_ca_topic_score_gemma":0.003373593,"domain_scores_codex":[0.9899368,0.0007060291,0.007589221,0.00007612316,0.001089498,0.0006022959],"domain_scores_gemma":[0.9882613,0.0008720899,0.006374454,0.0001519616,0.004068725,0.0002714398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001225548,0.0000965439,0.6353269,0.0005096101,0.00000932437,6.219275e-7,0.3318315,0.00002395604,0.000001310843,0.009667768,0.01474117,0.007668747],"study_design_scores_gemma":[0.001033809,0.0004774905,0.9242868,0.0007499601,0.000002618278,0.000002650866,0.02010493,0.00002808845,0.00001463776,0.001890411,0.05128102,0.0001275678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.61207,0.0002420181,0.03391054,0.0484539,0.0414943,0.2378721,0.00004950671,0.0001710865,0.02573661],"genre_scores_gemma":[0.6899046,0.001796116,0.1443873,0.02121365,0.0215627,0.11964,0.0002016714,0.0001945095,0.001099492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3117266,"threshold_uncertainty_score":0.9983569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2769545668459495,"score_gpt":0.5143881034901439,"score_spread":0.2374335366441943,"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."}}