{"id":"W2793666660","doi":"10.1093/jcag/gwz011","title":"Endoscopist-Directed Propofol as an Adjunct to Standard Sedation: A Canadian Experience","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Propofol; Midazolam; Sedation; Fentanyl; Anesthesia; Intubation; Percutaneous endoscopic gastrostomy; Colonoscopy; Endoscopic retrograde cholangiopancreatography; Endoscopy; Surgery; Colorectal cancer; Cancer; Internal medicine; Pancreatitis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001914531,0.0004141376,0.0003270494,0.0008662789,0.002217239,0.001342277,0.0009687412,0.0006534446,0.001177079],"category_scores_gemma":[0.007563685,0.0003926395,0.0003578388,0.002508136,0.001097451,0.0005142686,0.0008342953,0.0009969766,0.0001748332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01321443,"about_ca_system_score_gemma":0.01798239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.710381,"about_ca_topic_score_gemma":0.8418522,"domain_scores_codex":[0.9979153,0.0003830582,0.0001595513,0.0002073821,0.0009121139,0.0004226622],"domain_scores_gemma":[0.9938811,0.0008865256,0.00107194,0.0002355489,0.001982512,0.001942373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006523244,0.0008552789,0.8313276,0.0004405067,0.0001424255,0.01450016,0.01179473,0.0005550347,0.00343236,0.0006477655,0.004467166,0.1311847],"study_design_scores_gemma":[0.0001809882,0.002416071,0.9266923,0.0005100903,0.0001467414,0.0275694,0.01366947,0.001530001,0.001351229,0.0001386883,0.02563909,0.0001559439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897282,0.00282363,0.000480729,0.001039494,0.00006267439,0.00008699752,0.0001038238,0.000016595,0.005657923],"genre_scores_gemma":[0.9929501,0.004546639,0.001075116,0.0005633752,0.00005045576,0.00001676173,0.000116032,0.00001873457,0.0006628222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.289619,"threshold_uncertainty_score":0.5826492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009283167415109055,"score_gpt":0.2568028387927876,"score_spread":0.2475196713776786,"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."}}