{"id":"W4229620743","doi":"10.1002/0471463736.tnmp23","title":"Lung Cancer","year":2003,"lang":"en","type":"other","venue":"TNM Online","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Lung cancer; Medicine; Pathognomonic; Cancer; Disease; Population; Lung; Oncology; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00001819751,0.0002146399,0.0003945166,0.00009541908,0.00001238028,0.000005005586,0.00004377509,0.000174081,0.09580718],"category_scores_gemma":[0.00001670688,0.0001596209,0.0001022062,0.00008811862,0.00002372318,0.00000557267,0.00001282635,0.000137017,0.0001490284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003023296,"about_ca_system_score_gemma":0.000320498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006172127,"about_ca_topic_score_gemma":0.0009276393,"domain_scores_codex":[0.9992107,0.00001004106,0.0001211485,0.0002701338,0.000174304,0.0002137307],"domain_scores_gemma":[0.9993743,0.00001117077,0.00008379004,0.0003327073,0.00002250196,0.0001755354],"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":[0.000009342794,0.0003584755,0.003877917,0.000284376,0.0004427181,0.0000712852,0.000009246191,1.770798e-7,0.000001537711,0.00003207177,0.9911413,0.003771516],"study_design_scores_gemma":[0.001131535,0.00005839383,0.0007002897,0.001469369,0.0006063317,0.000008921746,0.000003057688,0.000009526608,0.00002031283,0.000002750097,0.9958435,0.0001459554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007608602,0.04117076,0.000005422139,0.00363455,0.0008268255,0.0006987548,0.004049232,0.0002252964,0.949313],"genre_scores_gemma":[0.00004998798,0.008722185,0.0009728678,0.002559218,0.00126461,0.0001417987,0.001382766,0.0004070805,0.9844995],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09565815,"threshold_uncertainty_score":0.9050194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01463821778451224,"score_gpt":0.349402312385833,"score_spread":0.3347640946013208,"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."}}