{"id":"W6908736898","doi":"10.26226/morressier.5b9a8d00dbd47e000fbf5acb","title":"USING ALGORITHMS AND ACCREDITED EDUCATION SESSIONS TO ADDRESS PHYSICIAN KNOWLEDGE GAPS REGARDING TRANSIENT ISCHEMIC ATTACK (TIA) DIAGNOSIS AND TREATMENT IN NOVA SCOTIA","year":2017,"lang":"en","type":"other","venue":"BiblioBoard Library Catalog (Open Research Library)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Nova scotia; Session (web analytics); Continuing medical education; Primary care; Stroke (engine); Comprehension; Emergency department; MEDLINE","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":[0.006577163,0.0003811716,0.0002373106,0.0009744783,0.001017799,0.001122163,0.001040058,0.0006117848,0.002284935],"category_scores_gemma":[0.01417683,0.000265437,0.0002498683,0.0004339646,0.0003810016,0.0004914574,0.001950559,0.0005723682,0.0003121417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007648924,"about_ca_system_score_gemma":0.01564615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09820858,"about_ca_topic_score_gemma":0.2381428,"domain_scores_codex":[0.9973457,0.001021702,0.0002098177,0.0002256031,0.0005751222,0.0006220991],"domain_scores_gemma":[0.9920328,0.002411918,0.001281886,0.0002660301,0.00123166,0.002775666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009672182,0.007505879,0.3108012,0.001220991,0.00007740361,0.001487857,0.01506418,0.003743533,0.003797551,0.000610703,0.02985711,0.6248664],"study_design_scores_gemma":[0.0007972648,0.003424007,0.9386281,0.001049337,0.00008376242,0.0007752356,0.005243598,0.008180486,0.002366608,0.0005421532,0.0388249,0.00008450347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9805263,0.0006278081,0.001906697,0.00404751,0.0001156109,0.001664957,0.0002298737,0.0002606348,0.01062067],"genre_scores_gemma":[0.9771847,0.0008312884,0.01578586,0.001114544,0.00007589231,0.000986767,0.0004113385,0.00001426711,0.003595501],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9017914,"threshold_uncertainty_score":0.1952739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1938999554345949,"score_gpt":0.4327786433664739,"score_spread":0.2388786879318789,"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."}}