{"id":"W2955875390","doi":"10.1177/1591019919858733","title":"Number needed to treat: A primer for neurointerventionalists","year":2019,"lang":"en","type":"article","venue":"Interventional Neuroradiology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Medicine; Carotid endarterectomy; Stroke (engine); Psychological intervention; Intensive care medicine; Intervention (counseling); Clinical trial; Randomized controlled trial; Surgery; Carotid arteries; Nursing; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1391742,0.00363349,0.005178334,0.01283875,0.002742915,0.01198514,0.01070054,0.01379496,0.005700334],"category_scores_gemma":[0.3041203,0.001743424,0.003974474,0.008084372,0.02724061,0.02435971,0.004975393,0.04542677,0.00409021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008626665,"about_ca_system_score_gemma":0.01262936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001410391,"about_ca_topic_score_gemma":0.0009457411,"domain_scores_codex":[0.8470956,0.1187581,0.0153849,0.003424526,0.01413058,0.001206323],"domain_scores_gemma":[0.5899206,0.3763563,0.01000503,0.006508938,0.01419036,0.003018746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004759434,0.0003056421,0.001528367,0.006747339,0.0003179616,0.0004765343,0.004118458,0.001836061,0.0004202907,0.4538358,0.2663895,0.2635481],"study_design_scores_gemma":[0.0001323057,0.0003115897,0.0005440218,0.011511,0.00009672807,0.001457835,0.001143731,0.001867665,0.0002714221,0.4256504,0.5568672,0.0001460887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0006190637,0.324113,0.1189516,0.5126048,0.0276045,0.0004893719,0.0003401247,0.0005749796,0.01470246],"genre_scores_gemma":[0.02387754,0.3800535,0.2473072,0.2360554,0.09924727,0.006423085,0.0006261066,0.001659879,0.00475017],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1391742,"threshold_uncertainty_score":0.7360324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02399402250810224,"score_gpt":0.3268038607526112,"score_spread":0.302809838244509,"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."}}