{"id":"W2762516839","doi":"10.1503/cmaj.1095452","title":"Stroke pioneer changed prevention, treatment","year":2017,"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); Work (physics); Medicine; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00962409,0.0008711909,0.001013666,0.00194401,0.004116164,0.007774174,0.001591675,0.007168532,0.05053704],"category_scores_gemma":[0.02794792,0.0005345313,0.0009751074,0.00128531,0.003464666,0.006523624,0.004841689,0.01556095,0.01655661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008418127,"about_ca_system_score_gemma":0.03168642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03633734,"about_ca_topic_score_gemma":0.07729443,"domain_scores_codex":[0.9934296,0.00151242,0.0004049373,0.0008064282,0.002678133,0.001168603],"domain_scores_gemma":[0.9770067,0.002620164,0.0006541561,0.001311561,0.007144277,0.01126312],"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":[0.00003679052,0.00007801905,0.0007777958,0.0001998642,0.00002743934,0.000164779,0.0003328814,0.00005162384,0.0001101302,0.01883162,0.8878453,0.09154383],"study_design_scores_gemma":[0.00003660068,0.00003371507,0.0005598033,0.0005018412,0.0000223805,0.0002490812,0.000246305,0.00003908355,0.00007689657,0.004666543,0.9935521,0.00001564099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001125537,0.04411887,0.001583396,0.8009486,0.08209462,0.00004572684,0.0002744508,0.0003528681,0.06945594],"genre_scores_gemma":[0.04586049,0.1188046,0.009330864,0.480912,0.1098029,0.0001927363,0.0009159002,0.0005685419,0.233612],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05053704,"threshold_uncertainty_score":0.1690632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720306298436239,"score_gpt":0.2796756800808755,"score_spread":0.2624726170965131,"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."}}