{"id":"W4293275052","doi":"10.1097/pas.0000000000001959","title":"Dataset for the Reporting of Merkel Cell Carcinoma","year":2022,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Merkel cell carcinoma; Medicine; Protocol (science); Clinical Oncology; MEDLINE; Medical physics; Pathology; Cancer; Carcinoma; Alternative medicine; Internal 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01021335,0.0006981741,0.001107333,0.00584168,0.001186639,0.002064735,0.003271308,0.001669615,0.02392842],"category_scores_gemma":[0.04062349,0.0005912103,0.001429363,0.005958326,0.0004882051,0.001620598,0.003668186,0.002167099,0.0152496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003243832,"about_ca_system_score_gemma":0.009797587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01508723,"about_ca_topic_score_gemma":0.02255775,"domain_scores_codex":[0.9908146,0.001805123,0.003962081,0.001100373,0.00181893,0.0004988881],"domain_scores_gemma":[0.9622255,0.008289176,0.006749855,0.008125543,0.01234729,0.002262576],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001531431,0.000205032,0.02572221,0.005403123,0.0003242189,0.0005745259,0.0004644296,0.00164628,0.005114933,0.008202222,0.8986551,0.05215655],"study_design_scores_gemma":[0.000471273,0.0001415206,0.04476427,0.001389665,0.00014032,0.0005894206,0.0002294428,0.0008405492,0.002631634,0.002229501,0.9464734,0.00009895013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002312906,0.0002007317,0.003816086,0.0005882766,0.0001325304,0.001154315,0.9873955,0.0005255777,0.003874173],"genre_scores_gemma":[0.002968155,0.0001246262,0.007033063,0.0002157177,0.00003108348,0.001706371,0.9867513,0.00009524517,0.001074433],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9897866,"threshold_uncertainty_score":0.08004856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03146145055370501,"score_gpt":0.3172526835412741,"score_spread":0.2857912329875691,"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."}}