{"id":"W2326328541","doi":"10.5114/pjp.2014.46276","title":"QUIZ&lt;br&gt;What is your diagnosis?","year":2014,"lang":"en","type":"article","venue":"Polish Journal of Pathology","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":0,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000612052,0.0001806573,0.0005927659,0.0002353699,0.00004613431,0.00003795129,0.0002364232,0.0002116994,0.0008649559],"category_scores_gemma":[0.0007009058,0.0001462567,0.0002264577,0.0001438579,0.0001714148,0.0001668821,0.00007184071,0.0004426239,0.0000879263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001135356,"about_ca_system_score_gemma":0.0001425326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008202414,"about_ca_topic_score_gemma":0.000008692691,"domain_scores_codex":[0.9983251,0.0001604577,0.0005548042,0.0001993756,0.0003722158,0.0003880312],"domain_scores_gemma":[0.9984605,0.0001861694,0.0003962762,0.0002995234,0.0003686367,0.0002889333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001195942,0.001113185,0.4396447,0.0002952701,0.0004912045,0.00373027,0.009545895,0.00005672761,0.1104293,0.001064621,0.2015773,0.2308556],"study_design_scores_gemma":[0.007827139,0.008980169,0.4541323,0.0008142117,0.0008541377,0.03252786,0.001083453,0.00008229121,0.08514402,0.006967136,0.4008708,0.0007163991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821621,0.004888998,0.0002795596,0.007351171,0.00290816,0.0001191175,0.000006274005,0.00001619504,0.002268383],"genre_scores_gemma":[0.9871311,0.002253278,0.001986384,0.006751483,0.001579682,0.00000899689,0.000001841803,0.00003340909,0.0002538601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2301392,"threshold_uncertainty_score":0.9470661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02821720859213606,"score_gpt":0.3154421393093309,"score_spread":0.2872249307171948,"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."}}