{"id":"W4381047108","doi":"10.1111/anae.16057","title":"Are we there yet? The long journey of videolaryngoscopy into the mainstream","year":2023,"lang":"en","type":"letter","venue":"Anaesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute for Health and Care Research","keywords":"Medicine; Senior registrar; Intensive care unit; University hospital; Mainstream; Library science; Family medicine; Internal medicine; Law","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":[0.005364192,0.0005169759,0.001191997,0.001205298,0.004994506,0.006053899,0.001006484,0.01765704,0.02019854],"category_scores_gemma":[0.03474655,0.0003906892,0.0006721709,0.001384566,0.005956152,0.01411779,0.002369685,0.02734137,0.0108567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004997526,"about_ca_system_score_gemma":0.00667894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0048594,"about_ca_topic_score_gemma":0.009335097,"domain_scores_codex":[0.9959966,0.001343149,0.0005225571,0.0003727864,0.001321609,0.0004433497],"domain_scores_gemma":[0.9797079,0.009674224,0.001717187,0.0006529529,0.003505577,0.004742181],"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":[0.0001002627,0.0000631802,0.002838635,0.0005227561,0.00002757242,0.01403703,0.001396891,0.00007339726,0.000360163,0.01153125,0.8612806,0.1077684],"study_design_scores_gemma":[0.0000662304,0.0001883335,0.003843991,0.007005817,0.00004532222,0.05262879,0.01107279,0.0002562525,0.0001903134,0.05876358,0.8657836,0.0001549091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003695581,0.006748389,0.0001026865,0.9841036,0.004867493,0.000004232412,0.00001791833,0.0000138767,0.003772351],"genre_scores_gemma":[0.02086278,0.04502022,0.001215141,0.8338478,0.08656004,0.00005058409,0.00006378229,0.00007148607,0.01230816],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02019854,"threshold_uncertainty_score":0.06757087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03546022948439728,"score_gpt":0.2939210372224926,"score_spread":0.2584608077380953,"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."}}