{"id":"W4247642729","doi":"10.31525/ct1-nct04259580","title":"Calgary Registry for Advanced and Therapeutic Endoscopy","year":2020,"lang":"en","type":"article","venue":"Case Medical Research","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Therapeutic endoscopy; Medicine; Endoscopy; Medical physics; General surgery; Surgery","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":[0.0007690533,0.0003312237,0.0005663421,0.004742206,0.001461516,0.001467025,0.001510133,0.0008710651,0.02667836],"category_scores_gemma":[0.005871587,0.0006276395,0.0003604615,0.007817268,0.0004535143,0.0006734626,0.002066001,0.001050907,0.004977598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004769565,"about_ca_system_score_gemma":0.01097308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3446081,"about_ca_topic_score_gemma":0.4505861,"domain_scores_codex":[0.9984863,0.0001808508,0.0001569731,0.0002862693,0.0004408133,0.0004488248],"domain_scores_gemma":[0.9920921,0.001270826,0.00165372,0.001069547,0.00255183,0.001362007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004467004,0.0001510219,0.8787283,0.0001517857,0.0001352073,0.002078739,0.0004940284,0.0002678302,0.0006450087,0.001520206,0.08660338,0.02877779],"study_design_scores_gemma":[0.0002008649,0.0001132476,0.9581357,0.0002373961,0.0000584139,0.001467562,0.0009969171,0.0004131861,0.0003495818,0.0002680273,0.03772434,0.00003476672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6112066,0.002716805,0.001502466,0.004485546,0.0007378448,0.001838956,0.2142118,0.0004405203,0.1628595],"genre_scores_gemma":[0.7560031,0.003769847,0.005255769,0.00362479,0.0004620655,0.001164307,0.1507438,0.0003748971,0.07860146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3446081,"threshold_uncertainty_score":0.6852046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276807388288003,"score_gpt":0.4427526583329066,"score_spread":0.3150719195041063,"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."}}