{"id":"W2170202496","doi":"10.1161/01.str.0000068782.15297.28","title":"Factors Influencing Outcome and Treatment Effect in PROACT II","year":2003,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Quartile; Modified Rankin Scale; Multivariate analysis; Odds ratio; Univariate; Univariate analysis; Multivariate statistics; Stroke (engine); Internal medicine; Prognostic variable; Confidence interval; Ischemic stroke; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001300855,0.0001905169,0.0003318633,0.0001303095,0.00004226687,0.000008782472,0.00003217738,0.00005306791,0.0000517122],"category_scores_gemma":[0.00009215221,0.0001243813,0.00006395031,0.0000866431,0.00002876272,0.00004441812,0.00003526499,0.0001030911,0.000006778538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002599802,"about_ca_system_score_gemma":0.00002275082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006220381,"about_ca_topic_score_gemma":0.00001477697,"domain_scores_codex":[0.9991428,0.00003265974,0.0001965941,0.0002343439,0.0001447781,0.0002488635],"domain_scores_gemma":[0.9995898,0.00005595718,0.00004172205,0.000212651,0.000008700336,0.00009113934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002680267,0.00005390057,0.9929776,0.00003362338,0.00007528533,0.00002876271,0.0004009364,0.00000166207,0.003289168,0.00004319295,0.0001636349,0.002905458],"study_design_scores_gemma":[0.004908495,0.001721163,0.9304833,0.00005958635,0.0002053213,0.00001148454,0.0006262058,0.00002228109,0.03884799,0.000004592808,0.02289779,0.0002118152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724532,0.0001389495,0.00000960608,0.000100357,0.00006861782,0.0006220957,0.00000491871,0.00003991002,0.02656228],"genre_scores_gemma":[0.9952227,0.00001219635,0.0002782569,0.0001066038,0.00002134602,0.00003865236,0.000005495824,0.00001569082,0.004299039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06249429,"threshold_uncertainty_score":0.5072121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02669932047164399,"score_gpt":0.2870799298288609,"score_spread":0.260380609357217,"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."}}