{"id":"W2756123689","doi":"","title":"Optical and Functional Imaging in Lung Cancer","year":2010,"lang":"en","type":"article","venue":"","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lung cancer; Cancer; Adenocarcinoma; Internal medicine; Oncology; Stage (stratigraphy); Survival rate; Carcinoma; Colorectal cancer; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004335176,0.0004778229,0.0002709303,0.001019373,0.0002512936,0.0008527044,0.0005994044,0.00105006,0.05299355],"category_scores_gemma":[0.001007131,0.0001219511,0.0003684391,0.0008344933,0.0003000457,0.0008468981,0.0003580645,0.0008656382,0.01195114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005575069,"about_ca_system_score_gemma":0.000414422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001293674,"about_ca_topic_score_gemma":0.001521374,"domain_scores_codex":[0.9998504,0.0000382231,0.0000117165,0.00002691479,0.00005613987,0.00001664486],"domain_scores_gemma":[0.9996557,0.0001518118,0.00004751128,0.00002974666,0.00007884905,0.00003624858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003981746,0.0001290874,0.003338031,0.003818643,0.0001044016,0.002100253,0.00008721999,0.0008441221,0.02423611,0.008753427,0.2690221,0.6871684],"study_design_scores_gemma":[0.00008397143,0.0004646478,0.02744688,0.002423306,0.0001800168,0.01999438,0.0001421293,0.00392451,0.01919786,0.01694443,0.9091002,0.00009760533],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03349054,0.6197285,0.03572556,0.03566791,0.01842181,0.0005577957,0.009604805,0.002868477,0.2439346],"genre_scores_gemma":[0.3238319,0.2853158,0.03951833,0.01806875,0.01825545,0.0009708776,0.008670799,0.0009401036,0.304428],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05299355,"threshold_uncertainty_score":0.1772811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008268110387441442,"score_gpt":0.300396388126388,"score_spread":0.2921282777389466,"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."}}