{"id":"W4406475109","doi":"10.1016/j.ypat.2014.10.002","title":"10.1016/j.ypat.2014.10.002","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cerebellopontine angle; Vestibular Schwannomas; Vestibular system; Radiology; Magnetic resonance imaging","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":[0.0004295001,0.001031026,0.0003977545,0.001607158,0.0007453177,0.001891123,0.0009748385,0.002771946,0.845294],"category_scores_gemma":[0.001120925,0.0003183788,0.0006503825,0.0006371457,0.0007351118,0.001915923,0.001044665,0.001423141,0.7634121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007962825,"about_ca_system_score_gemma":0.0009393033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00225695,"about_ca_topic_score_gemma":0.002402407,"domain_scores_codex":[0.9997413,0.00002501845,0.00002609577,0.00006259991,0.00007194618,0.00007308962],"domain_scores_gemma":[0.9992835,0.0001344098,0.000108616,0.00003568489,0.0001086601,0.0003291764],"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":[0.000395414,0.0004751076,0.01110581,0.0005685041,0.00005376858,0.001623813,0.0001032691,0.0003852808,0.001120268,0.003873702,0.228974,0.7513211],"study_design_scores_gemma":[0.0001177719,0.0002364718,0.008829053,0.001291108,0.00007790944,0.01673154,0.0003573809,0.0005362991,0.0009319467,0.005643066,0.9652092,0.00003827831],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01046746,0.01653333,0.003757895,0.01018396,0.002396307,0.0001234596,0.002609488,0.001676202,0.9522519],"genre_scores_gemma":[0.03426982,0.008759233,0.004560682,0.003499617,0.001335129,0.0001062606,0.002228019,0.0004174184,0.9448239],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.154706,"threshold_uncertainty_score":0.2206693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008566682611978694,"score_gpt":0.1930058339484353,"score_spread":0.1844391513364566,"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."}}