{"id":"W4233102988","doi":"10.1016/s0090-3019(03)00499-3","title":"Commentary","year":2004,"lang":"en","type":"article","venue":"Surgical Neurology","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004831393,0.001158393,0.001871999,0.001596775,0.007245492,0.006003931,0.004370193,0.08611727,0.03840006],"category_scores_gemma":[0.05223959,0.001166158,0.002561952,0.001526458,0.002986981,0.003514188,0.003229295,0.05470292,0.02214656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007557985,"about_ca_system_score_gemma":0.009479967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01699646,"about_ca_topic_score_gemma":0.02953863,"domain_scores_codex":[0.9943841,0.0008818305,0.0005489035,0.0009532835,0.001933442,0.001298465],"domain_scores_gemma":[0.9751742,0.01154103,0.001424043,0.0008230511,0.007109755,0.003927829],"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":[0.00002271377,0.000004413288,0.00009022527,0.00004254058,0.000008367986,0.0002474108,0.00004515182,0.00001572459,0.00003821446,0.0009069315,0.9969262,0.001652063],"study_design_scores_gemma":[0.00006876992,0.00001946945,0.0006251722,0.00043196,0.00004403248,0.0004031381,0.0002586361,0.00004717643,0.0001373133,0.001947437,0.9959784,0.0000384594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002412098,0.001309438,0.00005638347,0.8917993,0.09900676,0.00002070186,0.00009203184,0.0000320314,0.007442181],"genre_scores_gemma":[0.001407187,0.0004895451,0.00005786714,0.9444846,0.03937495,0.0000363773,0.00003384044,0.00002834321,0.01408728],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08611727,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257191303095154,"score_gpt":0.2574031947735804,"score_spread":0.2448312817426289,"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."}}