{"id":"W7114793570","doi":"10.1016/j.jtocrr.2025.100943","title":"The Landscape of CEACAM5 Expression by Immunohistochemistry in NSCLC","year":2025,"lang":"en","type":"article","venue":"JTO Clinical and Research Reports","topic":"Radiopharmaceutical Chemistry and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"Sanofi","keywords":"Immunohistochemistry; Expression (computer science); Stage (stratigraphy); Lung cancer; Mutation; Carcinoma; Gene expression","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":[0.001486429,0.0001102279,0.0001277648,0.001059445,0.0001643438,0.0005003223,0.0002153152,0.0002016294,0.0006443276],"category_scores_gemma":[0.001685707,0.00009547872,0.000110973,0.0004629704,0.000285601,0.0002585294,0.000258816,0.000113747,0.0001346626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003141994,"about_ca_system_score_gemma":0.0001258155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001068415,"about_ca_topic_score_gemma":0.001595409,"domain_scores_codex":[0.9993793,0.0001958371,0.00007362201,0.0001046292,0.0001806366,0.00006605296],"domain_scores_gemma":[0.9993056,0.0002376883,0.0001725262,0.00004794116,0.0002025693,0.00003376139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003325276,0.00001680088,0.9278832,0.0000899849,0.00007579989,0.0003137559,0.0001500954,0.0001327246,0.04523563,0.0001088318,0.0002155165,0.02544518],"study_design_scores_gemma":[0.000003130757,0.0001008258,0.9893735,0.0000186957,0.0000527201,0.001581316,0.0002358469,0.0008459351,0.006667039,0.00009032864,0.001026346,0.000004290262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933206,0.003836059,0.0009200736,0.00007610025,0.000006373887,0.0000119293,0.0001080017,0.00001212916,0.001708859],"genre_scores_gemma":[0.9991878,0.0003623675,0.0002776162,0.00001764127,0.000005696694,0.000003853492,0.00006483819,0.000001267412,0.00007893219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001486429,"threshold_uncertainty_score":0.007861137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07515196479485364,"score_gpt":0.5117377463484276,"score_spread":0.436585781553574,"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."}}