{"id":"W4296471909","doi":"10.1093/her/cyac023","title":"Feasibility of multimedia animations as preoperative guides for urgent abdominal surgeries in a public hospital in Brazil","year":2022,"lang":"en","type":"article","venue":"Health Education Research","topic":"Health Education and Validation","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Mitacs","keywords":"Medicine; Psychological intervention; Public hospital; Patient education; Health literacy; Medical emergency; Health care; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003741924,0.0002495868,0.0002802174,0.0005973909,0.0005710263,0.0006315554,0.0003042998,0.0003869846,0.002434525],"category_scores_gemma":[0.01923418,0.0002384085,0.0003992978,0.0003098226,0.0005823103,0.000470121,0.000870737,0.000431568,0.0001872998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008490482,"about_ca_system_score_gemma":0.003483313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00471737,"about_ca_topic_score_gemma":0.01000754,"domain_scores_codex":[0.9977368,0.001559149,0.0001729314,0.00009511158,0.0002211887,0.0002147244],"domain_scores_gemma":[0.9904731,0.005564784,0.00167356,0.0003276511,0.0009145438,0.001046272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001428288,0.007592238,0.7058197,0.002179517,0.00008756924,0.001924782,0.05572454,0.0004695093,0.005582992,0.0005734309,0.001867154,0.2167503],"study_design_scores_gemma":[0.0006223685,0.02019752,0.835896,0.002702305,0.0002672182,0.001760554,0.110983,0.003286896,0.004763006,0.0004701528,0.01884151,0.000209495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979532,0.0001567209,0.0002050353,0.0002999547,0.00000935846,0.0002808719,0.00004323884,0.000009534942,0.001041975],"genre_scores_gemma":[0.9977831,0.0003423665,0.001222171,0.0001512155,0.000006563548,0.0001889914,0.00002757568,0.00000352532,0.0002745488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00471737,"threshold_uncertainty_score":0.0197894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3863801666642497,"score_gpt":0.6116823419237677,"score_spread":0.225302175259518,"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."}}