{"id":"W4406664008","doi":"10.1016/b978-0-323-54940-0.00021-3","title":"10.1016/b978-0-323-54940-0.00021-3","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007246435,0.002026614,0.001244584,0.001652198,0.001256221,0.004084076,0.002484185,0.003576891,0.9785322],"category_scores_gemma":[0.001423646,0.0006953305,0.0008268921,0.001722894,0.001049501,0.003676592,0.003198595,0.0020642,0.9886028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007454242,"about_ca_system_score_gemma":0.0007591412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003023879,"about_ca_topic_score_gemma":0.003099084,"domain_scores_codex":[0.9996153,0.00002261828,0.00002077222,0.0001282518,0.0001439584,0.00006906009],"domain_scores_gemma":[0.9986927,0.0004378395,0.00008069645,0.000163763,0.0002318989,0.0003930767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001242706,0.0001141562,0.0002960632,0.0004049544,0.00001492959,0.0001287671,0.00009054454,0.0003020602,0.002042965,0.006749587,0.392752,0.5969798],"study_design_scores_gemma":[0.00001516723,0.00004059783,0.0004294535,0.0002371794,0.00000572689,0.0001706885,0.00006197718,0.00008605862,0.0002117269,0.00104591,0.9976847,0.00001077976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001276078,0.000414335,0.0006103255,0.0002077071,0.0001391748,0.00003664821,0.0004168164,0.0006145758,0.997433],"genre_scores_gemma":[0.0003369871,0.0002376145,0.0002817375,0.00008908852,0.00003040122,0.00002494779,0.0002567763,0.000151897,0.9985905],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0214678,"threshold_uncertainty_score":0.03062111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009436650821094282,"score_gpt":0.1875098282497983,"score_spread":0.178073177428704,"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."}}