{"id":"W1970541169","doi":"10.1002/dc.10020","title":"Comment on Gopez et al.","year":2002,"lang":"en","type":"letter","venue":"Diagnostic Cytopathology","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Library science; Cytopathology; Citation; Pathology; Computer science; Cytology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002589074,0.0009325932,0.001520815,0.0009550988,0.003272256,0.002747576,0.002770145,0.06216955,0.007775219],"category_scores_gemma":[0.017938,0.0007251249,0.001352779,0.001067815,0.002406321,0.003086697,0.001182365,0.03193425,0.009183748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003830889,"about_ca_system_score_gemma":0.003057558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01297255,"about_ca_topic_score_gemma":0.0191533,"domain_scores_codex":[0.9978107,0.0005341595,0.0002594645,0.0003608917,0.000639795,0.0003950146],"domain_scores_gemma":[0.9955217,0.002177117,0.0003005962,0.0001410894,0.001150909,0.0007086653],"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":[0.00005999198,0.00001743444,0.0004321275,0.00003831754,0.000009857195,0.001879225,0.00007309032,0.00003311581,0.00004954451,0.0006919884,0.9941526,0.002562766],"study_design_scores_gemma":[0.0002074244,0.00008784242,0.00239549,0.0003777715,0.00007197481,0.00523736,0.000737671,0.0004758318,0.000392612,0.007436872,0.9824741,0.0001050367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000501272,0.001019076,0.00006513626,0.9712629,0.02281372,0.00001766434,0.00009508531,0.00004169735,0.004183562],"genre_scores_gemma":[0.002513959,0.0005663614,0.00009423171,0.9744166,0.01665992,0.00002921501,0.00003847936,0.00001876624,0.005662453],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06216955,"threshold_uncertainty_score":0.0277952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02767820213697804,"score_gpt":0.2743086328021403,"score_spread":0.2466304306651623,"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."}}