{"id":"W4237178790","doi":"10.1503/cmaj.111921","title":"Clinical shorts","year":2011,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","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; Swallowing; Intensive care medicine; Emergency medicine; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004343031,0.000641329,0.0006128901,0.00262369,0.002997401,0.004371761,0.001418635,0.002540494,0.2810289],"category_scores_gemma":[0.02683096,0.0003265267,0.0005227881,0.002457615,0.001130214,0.002399033,0.00352257,0.002777307,0.1045577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003693229,"about_ca_system_score_gemma":0.01029218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008548719,"about_ca_topic_score_gemma":0.01846988,"domain_scores_codex":[0.9960845,0.0008395421,0.0005723761,0.0003003583,0.001742564,0.0004607978],"domain_scores_gemma":[0.9635304,0.004998753,0.001958811,0.002052517,0.01792615,0.009533416],"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":[0.0001151112,0.00006792373,0.001450999,0.0001688431,0.000004544145,0.0001872634,0.0001226864,0.00003284534,0.0001317074,0.00327356,0.822784,0.1716604],"study_design_scores_gemma":[0.00003253782,0.00007389041,0.002688461,0.0002052782,0.000004099551,0.0002890448,0.0002370601,0.00003429885,0.00007062186,0.001513842,0.9948403,0.00001063789],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0104603,0.02097357,0.004150166,0.1751006,0.07857675,0.001025086,0.01234553,0.001558704,0.6958094],"genre_scores_gemma":[0.04683493,0.01623572,0.004687083,0.04842641,0.02319774,0.0009605918,0.01292236,0.0005883956,0.8461468],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2810289,"threshold_uncertainty_score":0.9401352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02636198648205448,"score_gpt":0.2884823265394124,"score_spread":0.262120340057358,"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."}}