{"id":"W4406512472","doi":"10.1016/j.yoto.2013.02.008","title":"10.1016/j.yoto.2013.02.008","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Vestibular system; Schwannoma; Medicine; Physical medicine and rehabilitation; Anesthesia; Audiology; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004669498,0.0009561176,0.0004511319,0.001261102,0.0007513103,0.001717995,0.0007258747,0.002488785,0.8185197],"category_scores_gemma":[0.000958148,0.0003139108,0.0004798101,0.0004954058,0.0006812857,0.001888836,0.0008630045,0.001305323,0.6745487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006881091,"about_ca_system_score_gemma":0.0009093821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002192595,"about_ca_topic_score_gemma":0.002674475,"domain_scores_codex":[0.999797,0.00001850596,0.00001923533,0.00005046701,0.00004922531,0.00006558372],"domain_scores_gemma":[0.9994156,0.0001067787,0.0000897614,0.00002266156,0.00009601811,0.0002691862],"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":[0.0005149196,0.0005244032,0.01327697,0.0006983519,0.0000591136,0.001560169,0.0001488753,0.0002665081,0.001280835,0.003685433,0.2241862,0.7537981],"study_design_scores_gemma":[0.0001476825,0.0003279658,0.0123721,0.001886254,0.00008500755,0.01473557,0.0007063035,0.0004575397,0.0008842039,0.005581427,0.9627679,0.00004803747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01656065,0.02888269,0.00304206,0.01437671,0.003565382,0.0001370323,0.002508666,0.001331764,0.9295951],"genre_scores_gemma":[0.03954186,0.01317613,0.003155345,0.003965391,0.001401007,0.0001122511,0.001672476,0.0002649649,0.9367105],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1814803,"threshold_uncertainty_score":0.2588595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008768048006440769,"score_gpt":0.192368449292234,"score_spread":0.1836004012857933,"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."}}