{"id":"W4376134597","doi":"10.1111/den.14556","title":"WEO Newsletter","year":2023,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009862332,0.001545392,0.0007860374,0.001572262,0.001283675,0.004923854,0.000958564,0.003857421,0.6775557],"category_scores_gemma":[0.007508804,0.0004521951,0.0006736266,0.0008886504,0.0004860508,0.002723732,0.002007753,0.003793232,0.560279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007984068,"about_ca_system_score_gemma":0.001245388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001022477,"about_ca_topic_score_gemma":0.001983878,"domain_scores_codex":[0.9990597,0.0001072226,0.00006623272,0.0001213125,0.0004833014,0.0001621679],"domain_scores_gemma":[0.9947498,0.0008349209,0.0003757651,0.000257066,0.002020153,0.001762231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002368023,0.00002167696,0.00006707021,0.00004183847,0.000001263454,0.00005842235,0.000007800351,0.000005602384,0.00005788666,0.000109157,0.9802387,0.0193669],"study_design_scores_gemma":[0.00001073162,0.00001444332,0.0002787252,0.00008175396,0.000001525203,0.0001145155,0.00004238485,0.00001633673,0.00005402071,0.0001105375,0.9992701,0.000004867896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001749087,0.004373848,0.001073645,0.04795417,0.1397306,0.0005230434,0.003126658,0.003758085,0.7977109],"genre_scores_gemma":[0.002408396,0.003162383,0.0005670995,0.01567894,0.02823845,0.000164777,0.00152265,0.0007078347,0.9475496],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3224443,"threshold_uncertainty_score":0.4599277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02587927011778336,"score_gpt":0.3051937119916625,"score_spread":0.2793144418738791,"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."}}