{"id":"W4240468975","doi":"10.26226/morressier.59a6b342d462b80290b541dc","title":"Alberta Family Practice Electronic Endoscopy Study (AFPEE)","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Endoscopy; Medicine; Radiology","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":[0.001081241,0.0003681138,0.0003426011,0.00123338,0.0009135716,0.00101087,0.0007292437,0.0006438399,0.01352219],"category_scores_gemma":[0.00681929,0.0003398847,0.0004155744,0.00222054,0.0002045414,0.0003887448,0.0007216019,0.0007620981,0.001168805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003727534,"about_ca_system_score_gemma":0.006325831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8379478,"about_ca_topic_score_gemma":0.8820035,"domain_scores_codex":[0.9994747,0.00009453922,0.0000242726,0.00006888358,0.0002249154,0.0001126647],"domain_scores_gemma":[0.9983834,0.0002414801,0.0001471555,0.0001582881,0.0006821003,0.000387622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009709781,0.0002578269,0.6288565,0.0001697475,0.0004328091,0.0004813966,0.0004716206,0.000773049,0.0002326094,0.004582921,0.3159651,0.04680536],"study_design_scores_gemma":[0.0001832873,0.00005737926,0.9632837,0.0001256375,0.0001710651,0.0002214651,0.0004528823,0.0009788707,0.0001244312,0.001662296,0.03271357,0.00002539806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.593299,0.003450757,0.002747882,0.0111791,0.00121707,0.000404672,0.2718704,0.0003078195,0.1155234],"genre_scores_gemma":[0.8224201,0.001775734,0.005145137,0.002790279,0.0003818824,0.0002270592,0.0789158,0.0001151084,0.08822893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1620522,"threshold_uncertainty_score":0.326013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03126670647192546,"score_gpt":0.3545457144732996,"score_spread":0.3232790080013742,"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."}}