{"id":"W2970408575","doi":"10.1111/his.13983","title":"Intratumoral heterogeneity in programmed death‐ligand 1 immunoreactivity is associated with variation in non‐small cell lung carcinoma histotype","year":2019,"lang":"en","type":"article","venue":"Histopathology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Adenocarcinoma; Carcinoma; Medicine; Pathology; Lung cancer; Lung; Adenocarcinoma of the lung; Oncology; Internal medicine; Cancer","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":[0.000773281,0.0001529771,0.0002446507,0.0008839904,0.0001910932,0.0003915032,0.0002367871,0.0002961694,0.0008583795],"category_scores_gemma":[0.002214017,0.0002029697,0.0001431782,0.0003661714,0.0004988479,0.0002147675,0.000415825,0.0002192946,0.0001928756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001862199,"about_ca_system_score_gemma":0.00006336072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003274238,"about_ca_topic_score_gemma":0.000506417,"domain_scores_codex":[0.9991961,0.0001866726,0.0001334756,0.0002366341,0.0001712003,0.00007594345],"domain_scores_gemma":[0.9975592,0.0009364409,0.0008842428,0.0002568222,0.0002146648,0.0001486582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005800287,0.00002241946,0.9075332,0.00005239341,0.00007723331,0.0005283619,0.0002011155,0.0001124746,0.08682965,0.00003068565,0.00004010282,0.003992308],"study_design_scores_gemma":[0.000005821253,0.0001183569,0.9864787,0.000005073283,0.0000285301,0.002477427,0.0001307975,0.0002830545,0.01024447,0.00003535353,0.0001882784,0.000004097146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993169,0.0002560916,0.0002663737,0.000005734531,0.000001564458,0.000004580442,0.00002806522,0.000003986759,0.0001166154],"genre_scores_gemma":[0.999737,0.00003745375,0.000113491,0.000004273347,0.000002161017,0.000004121329,0.00004633149,0.000002344248,0.00005287087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008839904,"threshold_uncertainty_score":0.004089534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156948237880005,"score_gpt":0.2332028203651898,"score_spread":0.2216333379863897,"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."}}