{"id":"W4399056465","doi":"10.1053/j.gastro.2024.03.020","title":"Two Years Gone","year":2024,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Yesterday; Surprise; Publication; Medicine; Milestone; Gastroenterology; Psychology; Internal medicine; Political science; History; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002958823,0.001673726,0.001069695,0.001929248,0.003981251,0.01057327,0.001631269,0.005554127,0.5207543],"category_scores_gemma":[0.01405729,0.0005201143,0.001724767,0.001318852,0.001412622,0.008989366,0.007174549,0.009536384,0.351981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002445431,"about_ca_system_score_gemma":0.00585838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004931656,"about_ca_topic_score_gemma":0.009453443,"domain_scores_codex":[0.9963067,0.0006159707,0.0002272914,0.0007519278,0.001371872,0.0007262341],"domain_scores_gemma":[0.9911862,0.0007005545,0.0003890154,0.0004896989,0.003056495,0.004178045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003312867,0.00001801137,0.0001088143,0.0001315721,0.000005848327,0.00009050369,0.00007524409,0.00001205215,0.0001008144,0.003152401,0.958813,0.03745861],"study_design_scores_gemma":[0.000005264173,0.0000101228,0.0001025605,0.00008813002,0.000002457609,0.00008930027,0.00006753382,0.000004520546,0.00002305647,0.0003424809,0.9992597,0.000004932153],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001205689,0.0378434,0.002570684,0.2211714,0.3627578,0.0002739009,0.004491248,0.002199957,0.367486],"genre_scores_gemma":[0.005010661,0.01537423,0.00110743,0.118612,0.02389568,0.0001672596,0.002456825,0.001105476,0.8322704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5207543,"threshold_uncertainty_score":0.6835859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251209789428845,"score_gpt":0.282526965538493,"score_spread":0.2700148676442046,"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."}}