{"id":"W4398158907","doi":"10.1016/s2213-2600(24)00145-0","title":"Paediatric anaesthesia: it is not only what you do, but how you do it","year":2024,"lang":"en","type":"article","venue":"The Lancet Respiratory Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Anesthesia; 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":[0.008053466,0.0006653944,0.002103462,0.0007629745,0.001334958,0.004838985,0.001191136,0.0108055,0.01255215],"category_scores_gemma":[0.04314715,0.0006336126,0.0009270042,0.001052067,0.005246414,0.007348157,0.003309595,0.01792641,0.008020279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002756936,"about_ca_system_score_gemma":0.00778279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003767822,"about_ca_topic_score_gemma":0.006260183,"domain_scores_codex":[0.9895747,0.003374554,0.0008843557,0.0009197787,0.004407815,0.0008387872],"domain_scores_gemma":[0.9610434,0.02168355,0.004015121,0.001632022,0.006049423,0.005576475],"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":[0.0001098669,0.00005648791,0.001404941,0.004042403,0.0002119168,0.0002083647,0.0009207557,0.0001676554,0.0009002005,0.02057131,0.7976062,0.1737999],"study_design_scores_gemma":[0.00008644922,0.000141763,0.003392549,0.004714303,0.00008604117,0.0008663669,0.001283651,0.00005757941,0.0002481196,0.02533687,0.9637149,0.00007150609],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004303463,0.1904084,0.0005533595,0.7680032,0.03354343,0.00001019994,0.0001393789,0.00005191773,0.006859877],"genre_scores_gemma":[0.02601708,0.4312151,0.001987244,0.3773791,0.1463327,0.00007007292,0.0002570245,0.0002245333,0.01651715],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01255215,"threshold_uncertainty_score":0.04259133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06282439654812869,"score_gpt":0.32498385031458,"score_spread":0.2621594537664513,"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."}}