{"id":"W4403702203","doi":"10.1111/his.15313","title":"Data set for the reporting of lung cancer: recommendations from the International Collaboration on Cancer Reporting (<scp>ICCR</scp>)","year":2024,"lang":"en","type":"review","venue":"Histopathology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Lung cancer; Grading (engineering); Cancer; Stage (stratigraphy); Disease; Molecular pathology; Surgical pathology; Pathology; Medical physics; Oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001650604,0.0002939275,0.001247269,0.0000971825,0.0001994234,0.00004248696,0.0004543723,0.0001882753,0.00007158268],"category_scores_gemma":[0.004860108,0.0001572091,0.0003006702,0.0002753728,0.00008262866,0.00005419023,0.0002255775,0.0003980669,0.00000555447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001322627,"about_ca_system_score_gemma":0.001679272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001092361,"about_ca_topic_score_gemma":0.002159824,"domain_scores_codex":[0.9957945,0.0001070492,0.002883908,0.0007464388,0.0002613289,0.0002067807],"domain_scores_gemma":[0.9890385,0.001688855,0.007691044,0.001250347,0.0002896744,0.00004158816],"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":[0.00001172476,0.00008578972,0.002244162,0.003212026,0.0006888668,0.0001223137,0.0007699393,0.000008917767,0.000004432154,0.0002715968,0.6733043,0.319276],"study_design_scores_gemma":[0.0002276564,0.00005332158,0.0003834491,0.009991297,0.007621435,0.00008858733,0.0001640538,0.0002352038,0.00000500103,0.0000296308,0.9811355,0.00006482946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001079036,0.972484,0.00005729597,0.01131389,0.005754107,0.001817636,0.00796721,0.00004029844,0.0004576775],"genre_scores_gemma":[0.0001276512,0.9862677,0.0003270448,0.0006016358,0.001534098,0.002928965,0.006618315,0.00006234742,0.001532233],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3192112,"threshold_uncertainty_score":0.64108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1999083752022962,"score_gpt":0.489722605229152,"score_spread":0.2898142300268557,"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."}}