{"id":"W4386188516","doi":"10.31117/neuroscirn.v6i3.251","title":"Malaysian Stroke Conference (MSC) Report 2022","year":2023,"lang":"en","type":"article","venue":"Neuroscience Research Notes","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stroke (engine); Acute stroke; Medicine; Medical emergency; Theme (computing); Service (business); Family medicine; Nursing; Business; Emergency department; Engineering","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":[0.001005065,0.0009393758,0.0002618024,0.0008873242,0.0008070698,0.002603995,0.0005954709,0.003159104,0.1260579],"category_scores_gemma":[0.002058775,0.0002314193,0.0004788985,0.0005205724,0.0001629766,0.0007540563,0.001197658,0.002216264,0.06821091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001384233,"about_ca_system_score_gemma":0.005293389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01310916,"about_ca_topic_score_gemma":0.02260697,"domain_scores_codex":[0.9992228,0.0000832098,0.00005380869,0.00005510437,0.0003694989,0.0002156364],"domain_scores_gemma":[0.9980583,0.00009705733,0.00007240634,0.00003720692,0.0009002239,0.0008348107],"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":[0.0000505543,0.00002879014,0.000331741,0.00006567912,0.000003294477,0.0001069698,0.00001161963,0.00004448112,0.0001001364,0.0001644651,0.9876479,0.0114443],"study_design_scores_gemma":[0.0000254334,0.00004509784,0.002940633,0.0001292375,0.000004727595,0.000101702,0.00005893046,0.00009910438,0.0002408759,0.00009968107,0.9962464,0.000008171606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01019163,0.01740278,0.000874576,0.1459166,0.1815804,0.001342657,0.02410448,0.0008670156,0.6177198],"genre_scores_gemma":[0.01472314,0.005810177,0.0004130943,0.01466321,0.0148524,0.0004833455,0.007503395,0.0001479194,0.9414033],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1260579,"threshold_uncertainty_score":0.4217058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2331374975260422,"score_gpt":0.4495088991025848,"score_spread":0.2163714015765427,"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."}}