{"id":"W2395538215","doi":"","title":"Can we predict a difficult intubation in cleft lip/palate patients?","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Intubation; Medicine; Airway; Pierre Robin syndrome; Dentistry; Clinical significance; Statistical significance; Surgery; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001671142,0.0000978586,0.00008862311,0.00006348283,0.00002929434,0.00001375248,0.0001400864,0.0001218421,0.00002225863],"category_scores_gemma":[0.0001230049,0.00008784673,0.00003948299,0.0001319691,0.00003966289,0.000003549881,0.00008849583,0.00009889963,0.000007695719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000226405,"about_ca_system_score_gemma":0.00002477664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001289266,"about_ca_topic_score_gemma":0.0004137553,"domain_scores_codex":[0.9990573,0.00005823672,0.000164731,0.000246273,0.0001294764,0.0003439815],"domain_scores_gemma":[0.9995631,0.000006808654,0.00003957859,0.0002032196,0.00007079411,0.0001165045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008585554,0.0002018948,0.8798209,0.00002067711,0.00002534939,0.000002621076,0.0002803698,0.000003257592,0.0008951068,0.00002739745,0.0009287937,0.1177078],"study_design_scores_gemma":[0.0006084434,0.00008841964,0.9919031,0.000005361248,0.000004293265,8.332699e-7,0.00002410545,0.00002084023,0.002932192,0.00009790279,0.004203183,0.000111328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941168,0.0000227893,0.000009031803,0.0001636813,0.0001215179,0.0004642906,0.00002002858,0.00001142985,0.005070367],"genre_scores_gemma":[0.9982294,0.0003275339,0.00001644607,0.00004960551,0.000107859,0.0003728207,0.0001363822,0.0000143308,0.0007456125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1175964,"threshold_uncertainty_score":0.3582286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02249872621122059,"score_gpt":0.2213699983683481,"score_spread":0.1988712721571275,"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."}}