{"id":"W4286697020","doi":"10.1111/his.14725","title":"Dataset for pathology reporting of ductal carcinoma <i>in situ</i>, variants of lobular carcinoma <i>in situ</i> and low‐grade lesions: recommendations from the International Collaboration on Cancer Reporting (<scp>ICCR</scp>)","year":2022,"lang":"en","type":"review","venue":"Histopathology","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"Singapore General Hospital","keywords":"Ductal carcinoma; In situ; Carcinoma in situ; Medicine; Carcinoma; Pathology; Lobular carcinoma; Cancer; Internal medicine; Breast cancer; Chemistry","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":[0.0538704,0.001022967,0.00206971,0.01332463,0.001952955,0.004204942,0.005760538,0.002886937,0.0191241],"category_scores_gemma":[0.1574048,0.000978274,0.003390336,0.01322584,0.001300918,0.003286112,0.00756622,0.004296639,0.01014711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006732833,"about_ca_system_score_gemma":0.02751458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02474676,"about_ca_topic_score_gemma":0.02935275,"domain_scores_codex":[0.9427916,0.01432334,0.02577804,0.004238827,0.01091009,0.001958111],"domain_scores_gemma":[0.7362282,0.06554476,0.05039991,0.03818194,0.100668,0.008977262],"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":[0.0009512823,0.0001379357,0.0353154,0.01189686,0.0005720164,0.00031403,0.001090762,0.001034214,0.003279723,0.01089075,0.868466,0.06605115],"study_design_scores_gemma":[0.0004178004,0.0001279936,0.06898306,0.007434186,0.0003927089,0.0004314861,0.0007800915,0.000669115,0.002267212,0.003131303,0.9151675,0.000197705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.005820311,0.00200276,0.02379227,0.008379174,0.001411229,0.007283297,0.9331934,0.001439563,0.01667795],"genre_scores_gemma":[0.01296315,0.001294947,0.05044748,0.002763496,0.0002805927,0.01155973,0.9172751,0.000459907,0.002955725],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0538704,"threshold_uncertainty_score":0.2848973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08384889333765018,"score_gpt":0.3554959745911963,"score_spread":0.2716470812535461,"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."}}