{"id":"W4245375786","doi":"10.1002/dc.10020.abs","title":"Comment on Gopez et al.","year":2002,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01055234,0.001060749,0.002166535,0.00175104,0.003818783,0.003649524,0.007149596,0.07122213,0.01173104],"category_scores_gemma":[0.07475048,0.0009367553,0.00271656,0.001917487,0.006280512,0.00550318,0.002355781,0.06098874,0.01603185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004209991,"about_ca_system_score_gemma":0.004811839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01977915,"about_ca_topic_score_gemma":0.01986027,"domain_scores_codex":[0.9931846,0.001294042,0.001150066,0.0011338,0.002550696,0.0006866711],"domain_scores_gemma":[0.9572583,0.02749009,0.001479415,0.001553074,0.01029641,0.001922673],"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":[0.0000431926,0.00001020415,0.0001822814,0.00007072289,0.00001775566,0.0002799266,0.00008004544,0.00003544134,0.000047528,0.002226811,0.9947653,0.002240835],"study_design_scores_gemma":[0.000148958,0.00003287502,0.001502415,0.0004868091,0.00009033905,0.001121393,0.0004623158,0.000334193,0.0006112229,0.0188905,0.9762013,0.0001177166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001492951,0.0007759985,0.0001512179,0.9702865,0.02699311,0.00001533592,0.0001450358,0.00005383528,0.001429754],"genre_scores_gemma":[0.001035616,0.0004062436,0.0001450072,0.9765425,0.01989561,0.00003310051,0.0000324858,0.0000212497,0.001888204],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07122213,"threshold_uncertainty_score":0.05580676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1492254624954979,"score_gpt":0.4026619445323041,"score_spread":0.2534364820368062,"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."}}