{"id":"W3152108768","doi":"10.1016/j.gie.2011.02.017","title":"Response","year":2011,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine","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":[],"category_scores_codex":[0.0003707048,0.0002431975,0.0002925429,0.0001470082,0.00007571652,0.00001495841,0.000104208,0.0000231669,0.0009913492],"category_scores_gemma":[0.0009725924,0.0002021576,0.0001597127,0.0001861764,0.0001287672,0.00007118229,0.00005111702,0.0001935549,0.0006549393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009913613,"about_ca_system_score_gemma":0.0001150969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008121682,"about_ca_topic_score_gemma":0.000002047356,"domain_scores_codex":[0.9985603,0.0000774017,0.0002850622,0.0003548067,0.0002509918,0.0004714046],"domain_scores_gemma":[0.9988124,0.0002468089,0.00008903951,0.0003446306,0.0001442728,0.0003627846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0136101,0.001160927,0.8449458,0.00003215226,0.00004547743,0.002534937,0.0002025644,9.339394e-7,0.1328482,0.0008441779,0.003093431,0.0006812979],"study_design_scores_gemma":[0.00308264,0.009532076,0.9096736,0.0008795614,0.0001723729,0.05894431,0.0002051785,0.00004393019,0.01624515,0.0003064449,0.0007039132,0.0002108432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685268,0.00005192434,0.00396392,0.00100533,0.000100955,0.0003681321,0.000008256547,0.0003355081,0.02563921],"genre_scores_gemma":[0.660364,0.00000220408,0.3386731,0.0002986244,0.0000492397,0.0000361624,0.000005722476,0.00002782067,0.0005431648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3347091,"threshold_uncertainty_score":0.9999219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04721650353794513,"score_gpt":0.279575581425093,"score_spread":0.2323590778871479,"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."}}