{"id":"W4244939247","doi":"10.21203/rs.3.rs-185088/v1","title":"Long Term Surgical Oncological and Functional Outcome of Large Petroclival and Cerebellopontine Angle Epidermoid Cysts: A Multicenter Study.","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Teratomas and Epidermoid Cysts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Sainte-Anne","funders":"","keywords":"Cerebellopontine angle; Medicine; Term (time); Outcome (game theory); Functional impairment; Epidermoid cyst; Surgery; Radiology; Internal medicine; Magnetic resonance imaging; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002608791,0.0004006263,0.001354055,0.0004039326,0.000218076,0.0001443615,0.0001513882,0.0004748952,0.000769908],"category_scores_gemma":[0.001099593,0.0003095151,0.0002682597,0.0002702741,0.0003393558,0.00008896791,0.00229231,0.002136906,0.00000881016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002034558,"about_ca_system_score_gemma":0.0002681097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001817564,"about_ca_topic_score_gemma":0.000294103,"domain_scores_codex":[0.9947235,0.0009868387,0.000903775,0.001118697,0.001442066,0.0008251523],"domain_scores_gemma":[0.9968445,0.0009059461,0.00016966,0.0006872977,0.0008369048,0.0005557379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001047085,0.002721734,0.9856808,0.002480561,0.0002831217,0.005576109,0.0006210788,0.000001030092,0.0002355855,0.00004173563,0.0003390534,0.0009720713],"study_design_scores_gemma":[0.006469796,0.001209108,0.9875149,0.000913419,0.0001176391,0.0003974767,0.002193637,0.000248986,0.00007904843,0.00001742446,0.0005931876,0.0002453525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992591,0.003497303,0.00005217528,0.001245025,0.0002095177,0.001752151,0.00009921908,0.00005872333,0.0004949446],"genre_scores_gemma":[0.9974167,0.0004184557,0.0002673397,0.0000526209,0.0004422698,0.0001544303,0.0002663112,0.00004807301,0.000933825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005422711,"threshold_uncertainty_score":0.9999357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08801192476139973,"score_gpt":0.4281646133055453,"score_spread":0.3401526885441455,"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."}}