{"id":"W2319057530","doi":"10.1155/2004/826579","title":"CAG Research Update","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pfizer (Canada); AstraZeneca (Canada)","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008403237,0.00115823,0.001301487,0.006215317,0.001764259,0.004054182,0.003062204,0.007074003,0.07812314],"category_scores_gemma":[0.02035072,0.0004717575,0.00142554,0.00545607,0.0008516929,0.002519588,0.001550994,0.004890302,0.03476495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007411435,"about_ca_system_score_gemma":0.02411626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08578455,"about_ca_topic_score_gemma":0.1707952,"domain_scores_codex":[0.9944753,0.0006820274,0.0005759534,0.0004883138,0.003029314,0.0007490998],"domain_scores_gemma":[0.9438359,0.003999895,0.001788565,0.00156559,0.04067204,0.008138014],"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":[0.00003163522,0.00001484973,0.0003334894,0.0001452309,0.000004690963,0.00006886118,0.000008525629,0.00001138266,0.00003574584,0.0001698402,0.9767327,0.02244312],"study_design_scores_gemma":[0.00002305305,0.00002036536,0.001178496,0.0002551948,0.00001652767,0.0001718902,0.00003311026,0.0000127629,0.00004385,0.000106575,0.9981315,0.000006852761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00159401,0.1074833,0.0008924471,0.478083,0.2715169,0.0002881271,0.0136767,0.001136012,0.1253296],"genre_scores_gemma":[0.01484038,0.2146164,0.005859336,0.2347249,0.2218292,0.0006144069,0.04584935,0.0006463305,0.2610196],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08578455,"threshold_uncertainty_score":0.261348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03770415218451499,"score_gpt":0.3106265824232924,"score_spread":0.2729224302387774,"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."}}