{"id":"W1983166902","doi":"10.1016/j.resuscitation.2007.01.013","title":"Joseph O’Dwyer and laryngeal intubation for croup","year":2007,"lang":"en","type":"article","venue":"Resuscitation","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Diphtheria; Croup; Tracheotomy; Larynx; Pediatrics; Surgery; Pathology","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":[0.000462983,0.00005718771,0.0000767441,0.0001521258,0.00006093169,0.0000184737,0.00001902499,0.000054124,0.00006583146],"category_scores_gemma":[0.0001630322,0.00005353909,0.00002629041,0.0001051716,0.00002411457,0.0001625727,0.000009579226,0.00004096158,0.000006212581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003687696,"about_ca_system_score_gemma":0.000009904019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005973021,"about_ca_topic_score_gemma":0.00001194107,"domain_scores_codex":[0.9994869,0.00000694063,0.0001610518,0.0001234522,0.0001168083,0.0001048316],"domain_scores_gemma":[0.9996272,0.00007237295,0.00005512863,0.00007532645,0.0001296715,0.0000403338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005562303,0.00006259014,0.005666228,0.000295598,0.00003973771,6.85855e-7,0.000834061,0.000001402423,0.009919334,0.05645862,0.06566424,0.8605013],"study_design_scores_gemma":[0.004581553,0.007107053,0.4772035,0.0002349145,0.0002126078,0.000002265127,0.001151929,0.00489832,0.0536202,0.03881754,0.4117331,0.000437037],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.593814,0.0001148788,0.3513065,0.001575046,0.0001467418,0.001067882,0.000003705011,0.0002216877,0.05174957],"genre_scores_gemma":[0.9818838,0.0001494625,0.01273403,0.0001819399,0.0002001607,0.00003463653,0.0001601266,0.00001349168,0.004642384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8600642,"threshold_uncertainty_score":0.2183261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02180618522912449,"score_gpt":0.3183933917017816,"score_spread":0.2965872064726571,"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."}}