{"id":"W6886045302","doi":"10.14288/1.0372078","title":"The Ottawa SAH search algorithms : protocol for a multi- centre validation study of primary subarachnoid hemorrhage prediction models using health administrative data (the SAHepi prediction study protocol)","year":2018,"lang":"en","type":"article","venue":"Open Collections","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subarachnoid hemorrhage; Predictive value; Diagnosis code; Protocol (science); Predictive modelling; Predictive value of tests; Epidemiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.08615914,0.003182497,0.004752754,0.002950984,0.00389585,0.003658816,0.009190389,0.003624999,0.100208],"category_scores_gemma":[0.1532723,0.004086365,0.005948319,0.004507092,0.002134503,0.001965096,0.003497976,0.003972487,0.0123199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01137012,"about_ca_system_score_gemma":0.04738692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0829192,"about_ca_topic_score_gemma":0.1302935,"domain_scores_codex":[0.9604641,0.02294987,0.009277589,0.002628923,0.003254143,0.001425366],"domain_scores_gemma":[0.893406,0.04116147,0.008800189,0.0223819,0.03170694,0.002543546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1537434,0.00767111,0.02279144,0.04523551,0.006123886,0.0006229881,0.00384441,0.01560217,0.001739301,0.007582741,0.6202278,0.1148153],"study_design_scores_gemma":[0.3009794,0.01064038,0.08712102,0.02825515,0.006883925,0.0005738271,0.002064695,0.03068028,0.00522473,0.01196285,0.5140411,0.001572641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007545332,0.0004639199,0.01418951,0.0006402751,0.0002292454,0.8286694,0.1434392,0.001250809,0.003572413],"genre_scores_gemma":[0.005424353,0.0001230424,0.0136386,0.0001736682,0.00001805978,0.9607568,0.0189816,0.0001518055,0.0007320142],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9170808,"threshold_uncertainty_score":0.4556586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2787028793772576,"score_gpt":0.4661374443258251,"score_spread":0.1874345649485675,"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."}}