{"id":"W4235776985","doi":"10.3410/f.731868065.793537573","title":"Faculty Opinions recommendation of Videolaryngoscopy versus direct laryngoscopy for adult patients requiring tracheal intubation: a Cochrane Systematic Review.","year":2017,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Laryngoscopy; Tracheal intubation; Intubation; Medicine; Anesthesia; Laryngoscopes","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":[0.009629481,0.00109831,0.006457099,0.005693857,0.000833062,0.002904938,0.002583439,0.002599181,0.07494632],"category_scores_gemma":[0.08721042,0.001042793,0.007935384,0.007290731,0.0005913551,0.003219918,0.001846042,0.002452917,0.004919176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003942936,"about_ca_system_score_gemma":0.01663851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02178074,"about_ca_topic_score_gemma":0.05617627,"domain_scores_codex":[0.9899458,0.002884899,0.004387731,0.000778885,0.001682977,0.000319712],"domain_scores_gemma":[0.9704642,0.01044158,0.009241908,0.0008640401,0.007962876,0.001025492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002571421,0.00004203311,0.003116607,0.7343622,0.01562615,0.00005424051,0.0001548278,0.0001173042,0.0004109834,0.0008630829,0.195771,0.0469101],"study_design_scores_gemma":[0.030767,0.0004285923,0.02206683,0.5107547,0.07940153,0.0002237265,0.0003692817,0.000493728,0.0008191479,0.003319234,0.3510976,0.000258612],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005384875,0.2199546,0.002162647,0.01714619,0.003280477,0.01899102,0.7149982,0.0005117754,0.01757023],"genre_scores_gemma":[0.1150005,0.4728341,0.04193424,0.02924379,0.003036177,0.08190823,0.2334614,0.0008392061,0.02174238],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07494632,"threshold_uncertainty_score":0.2507204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03519017279084166,"score_gpt":0.4041535657941875,"score_spread":0.3689633930033459,"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."}}