{"id":"W4406391332","doi":"10.1016/j.yoto.2013.02.017","title":"10.1016/j.yoto.2013.02.017","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Audiology; Medicine; Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004751415,0.0009210325,0.0004555896,0.00124516,0.000751282,0.001766085,0.0006977292,0.002424782,0.7737928],"category_scores_gemma":[0.001021633,0.0003171818,0.0004826146,0.0004766774,0.0006917891,0.001851765,0.0008312102,0.001308239,0.5992339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006973739,"about_ca_system_score_gemma":0.0009840938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002159155,"about_ca_topic_score_gemma":0.002703142,"domain_scores_codex":[0.9997943,0.00001952484,0.000019687,0.00004987953,0.00005060673,0.00006600791],"domain_scores_gemma":[0.9994195,0.0001057358,0.0000916358,0.00002243406,0.0001022304,0.0002586126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006162741,0.0005784889,0.0171302,0.0007441976,0.0000754585,0.001959158,0.0001648725,0.0002766497,0.001408864,0.004191905,0.2305978,0.742256],"study_design_scores_gemma":[0.0001803113,0.0004161992,0.01650205,0.002227902,0.0001171008,0.02036801,0.0008238388,0.0005139929,0.0009729065,0.00752221,0.9502955,0.00005990786],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02038094,0.03653322,0.003253722,0.01828164,0.004255264,0.0001431145,0.002771067,0.001223513,0.9131576],"genre_scores_gemma":[0.05473637,0.01733114,0.003461201,0.004832019,0.001884541,0.0001239332,0.00193887,0.0002830585,0.9154088],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2262072,"threshold_uncertainty_score":0.3226571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00913179401444957,"score_gpt":0.1960059194480324,"score_spread":0.1868741254335828,"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."}}