{"id":"W7152937601","doi":"","title":"ARTIFICIAL INTELLIGENCE(AI)-INTEGRATED COMPUTER-AIDED DIAGNOSIS(CAD) SCHEMES FOR DEVELOPING PROGNOSTIC MODELS IN STROKE STUDIES","year":2024,"lang":"en","type":"other","venue":"SHAREOK (University of Oklahoma; Oklahoma State University; Central Oklahoma University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stroke (engine); CAD; Prognostics; Leverage (statistics); Subarachnoid hemorrhage; Neuroimaging; Ischemic stroke; Prognostic model","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006123059,0.002560864,0.003673526,0.01212038,0.0008442589,0.000247209,0.003820996,0.001537393,0.001039292],"category_scores_gemma":[0.0001780711,0.003551981,0.001786727,0.007772931,0.002201575,0.002170235,0.002557729,0.002012933,0.0008374614],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006000779,"about_ca_system_score_gemma":0.00247768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003513194,"about_ca_topic_score_gemma":0.0243758,"domain_scores_codex":[0.9893527,0.0007611064,0.001202694,0.003858366,0.001538487,0.003286615],"domain_scores_gemma":[0.9934137,0.0008510653,0.001773741,0.001520043,0.001416261,0.001025123],"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":[0.01366413,0.005090598,0.007744613,0.01311233,0.02120193,0.03721741,0.02334052,0.006318897,0.0006552826,0.2498206,0.5627314,0.05910236],"study_design_scores_gemma":[0.004990724,0.00118355,0.0007781946,0.009726123,0.003500339,0.00006793296,0.04472647,0.01621837,0.0004629343,0.004898638,0.9077932,0.005653565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1818095,0.01454581,0.4081019,0.006138733,0.01191097,0.03808025,0.155943,0.01679532,0.1666745],"genre_scores_gemma":[0.1023478,0.01183639,0.05849728,0.0001798558,0.0008675362,0.000008938719,0.006164622,0.003985426,0.8161122],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6494377,"threshold_uncertainty_score":0.9999405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06086439649205708,"score_gpt":0.2516360950416247,"score_spread":0.1907716985495676,"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."}}