{"id":"W2792114307","doi":"10.1093/neuros/nyy067","title":"Letter: Cranial Chordoma: A New Preoperative Grading System","year":2018,"lang":"en","type":"letter","venue":"Neurosurgery","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Grading (engineering); Payment; Phone; Payment system; Actuarial science; Finance; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002456818,0.0009002202,0.001546668,0.001273333,0.001500196,0.002694956,0.001922657,0.0142408,0.002932649],"category_scores_gemma":[0.02984807,0.0007284973,0.001070243,0.000674037,0.001888816,0.004676468,0.0009522997,0.01963192,0.003830227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002347108,"about_ca_system_score_gemma":0.001242897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001382517,"about_ca_topic_score_gemma":0.001831602,"domain_scores_codex":[0.9981105,0.0004799197,0.0004403773,0.00034425,0.0004304963,0.0001944753],"domain_scores_gemma":[0.9907528,0.004095442,0.0006040639,0.0002811233,0.003353374,0.0009130745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001023208,0.00003759542,0.001331804,0.000181056,0.00003216096,0.00916043,0.0001370257,0.0001519528,0.0004397053,0.0007839483,0.9691445,0.01849738],"study_design_scores_gemma":[0.0002165223,0.0002702322,0.004622429,0.001150436,0.0001563366,0.1339546,0.001010052,0.003308579,0.001545298,0.006985615,0.8464931,0.0002866846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002989642,0.006292898,0.001325916,0.7848784,0.2025129,0.00004997003,0.0001976926,0.0001669024,0.001585703],"genre_scores_gemma":[0.0184735,0.00573918,0.002038132,0.5380991,0.4301064,0.00009902574,0.0001627851,0.0001132279,0.005168602],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0142408,"threshold_uncertainty_score":0.01702958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03099072081151114,"score_gpt":0.2521012103932306,"score_spread":0.2211104895817194,"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."}}