{"id":"W2135570872","doi":"","title":"Top 10 forgotten diagnostic procedures.","year":2012,"lang":"fr","type":"article","venue":"PubMed","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Character (mathematics); Computer science; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004012095,0.000217865,0.0003022018,0.00008259599,0.00007531618,0.00002562415,0.0001155858,0.0001635033,0.001529014],"category_scores_gemma":[0.003345925,0.0001904004,0.0001586485,0.0002865506,0.0001299233,0.0002293004,0.0000986158,0.0002430577,0.001197439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002000856,"about_ca_system_score_gemma":0.00009815859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007729224,"about_ca_topic_score_gemma":0.00003872785,"domain_scores_codex":[0.997828,0.00004637823,0.0002524323,0.0002286365,0.0002747872,0.001369733],"domain_scores_gemma":[0.9983761,0.000406981,0.0000648494,0.0002158807,0.00007482655,0.0008613173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001351263,0.0005836783,0.4004684,0.0008156264,0.0001102363,0.00009951091,0.0005401626,5.953376e-7,0.00002526458,0.00204174,0.08648651,0.5086931],"study_design_scores_gemma":[0.0005701742,0.00007034013,0.7251705,0.00008262081,0.0002702244,0.0001283072,0.0001125837,0.000009855255,0.0005277162,0.0001440611,0.2727356,0.0001780302],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7190918,0.1523048,0.00001278001,0.01564941,0.005658258,0.001797876,0.00003042781,0.0001065772,0.105348],"genre_scores_gemma":[0.8430847,0.0004082613,0.00001835001,0.001002018,0.006268505,0.001307474,0.00001695838,0.00003028727,0.1478635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5085151,"threshold_uncertainty_score":0.9995803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02221872687304828,"score_gpt":0.2314795443060793,"score_spread":0.209260817433031,"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."}}