{"id":"W7161806363","doi":"10.82308/47353","title":"Rates of minor adverse events following outpatient colonoscopies: A longitudinal cohort study","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health services; Outpatient clinic; Cohort study; Cohort","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002678804,0.0002158144,0.0004073478,0.0006129289,0.0003549909,0.0007740359,0.0003441561,0.0004836491,0.001203012],"category_scores_gemma":[0.01000173,0.0003081984,0.0007250161,0.000906605,0.0001622627,0.0005847472,0.0004887119,0.0006646832,0.000159458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004455687,"about_ca_system_score_gemma":0.0006663005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01369017,"about_ca_topic_score_gemma":0.01359686,"domain_scores_codex":[0.9984353,0.0005698754,0.0001786668,0.0003193256,0.0002659253,0.0002308917],"domain_scores_gemma":[0.9914184,0.001650752,0.004522408,0.000622466,0.0009725405,0.0008134103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001812426,0.00003386855,0.998447,0.00001767231,0.0000917565,0.00003223544,0.000108971,0.00001328993,0.00007150722,0.000008809459,0.00008531792,0.000908324],"study_design_scores_gemma":[0.000009337105,0.0001682627,0.9993653,0.00001496454,0.00003661448,0.00007644173,0.0001199071,0.00005696361,0.00002257179,0.000009302921,0.000116891,0.000003599816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980993,0.0007573462,0.0001577928,0.0001046685,0.00001160251,0.00002150503,0.0006319223,0.000003234658,0.0002126482],"genre_scores_gemma":[0.9987337,0.0003709315,0.0001339596,0.00005859125,0.00001451671,0.00003004928,0.0004531879,0.000002918929,0.000201988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01369017,"threshold_uncertainty_score":0.02722096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.022886191445251,"score_gpt":0.3265494991070838,"score_spread":0.3036633076618327,"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."}}