{"id":"W2742847133","doi":"10.11575/prism/25353","title":"Colonoscopy and Timing of Sedation","year":2016,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Calgary","keywords":"Colonoscopy; Sedation; Medicine; Anesthesia; General surgery; Internal medicine; Colorectal cancer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004675589,0.0001080636,0.0001667106,0.0003928229,0.0001553013,0.0004907189,0.000126288,0.0002283936,0.001929537],"category_scores_gemma":[0.01104612,0.0000800312,0.0002270345,0.0004783109,0.0001426009,0.0002342055,0.0002247613,0.0005656432,0.0001849718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003838836,"about_ca_system_score_gemma":0.0004792397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001099307,"about_ca_topic_score_gemma":0.001613763,"domain_scores_codex":[0.9994075,0.0002053682,0.00009660388,0.00005206689,0.0001793908,0.00005900216],"domain_scores_gemma":[0.9875883,0.005013925,0.005847624,0.0001425569,0.0006956179,0.0007119082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009223235,0.0001405282,0.960572,0.0001780469,0.00008647756,0.0003376054,0.000314008,0.0002583156,0.003932838,0.0001035483,0.0002934983,0.03286082],"study_design_scores_gemma":[0.000004016604,0.0003254083,0.9982297,0.0000265807,0.00001888832,0.0004746299,0.0001353613,0.00009158844,0.0002657526,0.00002981256,0.0003936106,0.000004579151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925339,0.003147886,0.0006351171,0.0002568257,0.00003516189,0.00002771771,0.0001812355,0.00001597735,0.003166152],"genre_scores_gemma":[0.9979607,0.001030184,0.0005666692,0.00005343924,0.00002400571,0.000009333333,0.0001168099,0.000004960702,0.0002338499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001929537,"threshold_uncertainty_score":0.006455004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01474982179643566,"score_gpt":0.2418682777395713,"score_spread":0.2271184559431356,"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."}}