{"id":"W4237221823","doi":"10.1016/s0090-3019(01)00355-x","title":"Commentary","year":2001,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004628049,0.001123083,0.001743053,0.001537538,0.006755223,0.005661194,0.004007932,0.08172705,0.03901283],"category_scores_gemma":[0.04960475,0.00110562,0.002431304,0.001483999,0.002654714,0.003467214,0.002998141,0.05179542,0.02285866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00676021,"about_ca_system_score_gemma":0.008198624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01510528,"about_ca_topic_score_gemma":0.02717364,"domain_scores_codex":[0.9950613,0.0007777268,0.0004952507,0.0008496356,0.001705908,0.001110154],"domain_scores_gemma":[0.9762828,0.01102418,0.001375069,0.0007963704,0.006769365,0.003752178],"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":[0.00002200224,0.000004203814,0.00009305624,0.00004225021,0.000007616016,0.0002326068,0.00004295708,0.00001447644,0.00003388463,0.000809084,0.9970025,0.001695416],"study_design_scores_gemma":[0.0000655764,0.00001854556,0.0006571065,0.0004221603,0.00003952092,0.0003984584,0.0002490544,0.00004535349,0.0001205999,0.001669045,0.9962791,0.00003555985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002291937,0.00131185,0.00005793575,0.8909866,0.1000565,0.00001979416,0.00009027994,0.00003235771,0.007215459],"genre_scores_gemma":[0.001380977,0.0005020185,0.0000579306,0.9435945,0.03942486,0.00003495137,0.00003533869,0.0000274904,0.01494191],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9609872,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686910673851943,"score_gpt":0.2679855447532276,"score_spread":0.2511164380147081,"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."}}