{"id":"W6959496677","doi":"10.11575/prism/39818","title":"Clinical Prediction of Perinatal Arterial Ischemic Stroke","year":2022,"lang":"en","type":"other","venue":"PRISM (University of Calgary)","topic":"Legal and Regulatory Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stroke (engine); Cerebral palsy; Etiology; Pregnancy; Apgar score; Incidence (geometry); Pediatric stroke; Neuroimaging","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002983257,0.00008410892,0.0003220855,0.0001496118,0.0001775059,0.000003770406,0.0003467725,0.0002869116,0.02459249],"category_scores_gemma":[0.00001929873,0.0001002501,0.0003139468,0.0001245822,0.0006506881,0.00006815096,0.0001411376,0.0002119991,0.00001419383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005024009,"about_ca_system_score_gemma":0.0001787081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00580295,"about_ca_topic_score_gemma":0.0002376054,"domain_scores_codex":[0.9989569,0.0001919055,0.0001353857,0.0002080595,0.0003890538,0.0001186684],"domain_scores_gemma":[0.9993911,0.00002670644,0.0003016368,0.0001757976,0.00002498146,0.00007978697],"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":[0.0001935306,0.0003163796,0.009840546,0.0001460211,0.0009595781,0.00004987869,0.006140325,2.292146e-7,0.0002965281,0.002786225,0.9075744,0.07169635],"study_design_scores_gemma":[0.0003614588,0.00004440641,0.001930099,0.00001609224,0.0001678644,2.260274e-7,0.0005082853,0.00008383666,0.000003457612,0.0000142017,0.9967883,0.00008180492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02037201,0.0001889621,0.001256516,0.0001395843,0.0006114576,0.0001467103,0.0000278456,0.00007099589,0.9771859],"genre_scores_gemma":[0.009017945,0.0003499525,0.001523895,0.000007815147,0.0002098265,2.035371e-7,0.0000498952,0.00003253444,0.9888079],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08921386,"threshold_uncertainty_score":0.9762992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247863584947497,"score_gpt":0.2351322053979411,"score_spread":0.2226535695484662,"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."}}