{"id":"W1998019014","doi":"10.2310/7070.2002.21080","title":"Acoustic Neuroma: Outcome Study","year":2002,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Acoustic neuroma; Radiosurgery; Referral; Surgery; Modalities; Prospective cohort study; Radiation therapy; Facial nerve; Neuroma; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002105769,0.000675564,0.001148805,0.001364935,0.0008710863,0.0007705123,0.000608938,0.001004389,0.003577857],"category_scores_gemma":[0.003716726,0.0002281218,0.001248023,0.001332917,0.0007054571,0.001096646,0.0007910011,0.0007670585,0.001149281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009035966,"about_ca_system_score_gemma":0.0007656516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001379521,"about_ca_topic_score_gemma":0.001852542,"domain_scores_codex":[0.9984677,0.0005682126,0.0002515839,0.0002119359,0.0002725958,0.0002278512],"domain_scores_gemma":[0.9967037,0.0005891848,0.001345366,0.0001619251,0.000379873,0.0008200004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007222673,0.002899714,0.9743156,0.0002177857,0.0007080279,0.0009874573,0.0002573762,0.0002563234,0.0004994411,0.00008784352,0.0006206272,0.01192717],"study_design_scores_gemma":[0.001493709,0.01651825,0.9758833,0.00008607983,0.0005928334,0.002970074,0.0004585485,0.0004640133,0.000252722,0.0001735916,0.001059637,0.00004719913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960535,0.0008411385,0.0001660656,0.0001349188,0.00001854763,0.0001726381,0.0007828639,0.00000772768,0.001822606],"genre_scores_gemma":[0.9973038,0.0002894274,0.0001386107,0.0001571264,0.00008269112,0.0001964337,0.001327623,0.000006020416,0.0004980834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003577857,"threshold_uncertainty_score":0.01196915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05730863566156548,"score_gpt":0.295874434407736,"score_spread":0.2385657987461705,"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."}}