{"id":"W2808437102","doi":"10.2196/10263","title":"Acceptability of a Mobile Clinical Decision Tool Among Emergency Department Clinicians: Development and Evaluation of The Ottawa Rules App","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Emergency department; Medical emergency; Mobile apps; Medicine; Computer science; World Wide Web; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.02033933,0.0007609504,0.0006527158,0.001027192,0.001526463,0.002820861,0.0015526,0.00117314,0.001848529],"category_scores_gemma":[0.07073667,0.0006367727,0.001390399,0.0005299119,0.001042331,0.001674164,0.002411861,0.001365017,0.00063875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003234481,"about_ca_system_score_gemma":0.006814599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0260562,"about_ca_topic_score_gemma":0.05153866,"domain_scores_codex":[0.9838599,0.006962087,0.002842699,0.001225255,0.004081275,0.001028777],"domain_scores_gemma":[0.9422051,0.03233022,0.004148907,0.001940191,0.01612263,0.003252973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007033774,0.01232509,0.5883427,0.002817156,0.0004917055,0.001606034,0.04541153,0.001593162,0.005486049,0.0003686351,0.0167147,0.3178094],"study_design_scores_gemma":[0.00181607,0.02032558,0.8911095,0.001818184,0.001034162,0.002214744,0.03315836,0.009643058,0.007097317,0.0005645353,0.03026447,0.0009539255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892035,0.0002611406,0.001360535,0.0008378954,0.00007705833,0.004422901,0.0006195264,0.0001724767,0.003044967],"genre_scores_gemma":[0.967598,0.0006850373,0.02160999,0.00109156,0.00008410196,0.005952596,0.0009934912,0.0000789137,0.001906374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0260562,"threshold_uncertainty_score":0.1075659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2920348415500252,"score_gpt":0.5437531204877963,"score_spread":0.2517182789377711,"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."}}