{"id":"W1978701245","doi":"10.1111/j.1524-4741.2009.00743.x","title":"Toker Cells Revisited","year":2009,"lang":"en","type":"article","venue":"The Breast Journal","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Pagetoid; Cytokeratin; Epidermis (zoology); Pathology; Stain; Immunohistochemistry; Basal (medicine); Staining; Anatomy; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002123951,0.00005957118,0.0001121834,0.00003697383,0.0001447703,0.0000298386,0.00008093717,0.00002347759,0.001088273],"category_scores_gemma":[0.000008726182,0.00003164491,0.00009604575,0.0001017632,0.00002270742,0.00003669505,0.000007939348,0.0003028543,0.0001197824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003662163,"about_ca_system_score_gemma":0.00005656362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002847823,"about_ca_topic_score_gemma":2.69349e-7,"domain_scores_codex":[0.9994605,0.00002922393,0.0001327801,0.0000535807,0.0001773384,0.0001465392],"domain_scores_gemma":[0.9995875,0.00001659931,0.00004215923,0.000160242,0.00006399683,0.0001294802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001210116,0.0003997625,0.003842608,0.00001961687,0.0001521286,0.0009703768,0.00145828,0.00003310127,0.08934212,0.001117754,0.5961227,0.3053314],"study_design_scores_gemma":[0.003288436,0.0004180137,0.6706679,0.000486393,0.0003539416,0.1954072,0.0002262494,0.0001388719,0.002837933,0.003549882,0.1223924,0.0002326938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7487383,0.003430248,0.001717039,0.1322796,0.0008945084,0.0004255642,0.00002370998,0.0001091749,0.1123818],"genre_scores_gemma":[0.9922881,0.0001618992,0.0001608091,0.00373229,0.001198551,3.143441e-7,0.000001095337,0.000005589064,0.002451407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6668254,"threshold_uncertainty_score":0.9998249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031757571817087,"score_gpt":0.2728643033556104,"score_spread":0.2625467276374395,"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."}}