{"id":"W7051568731","doi":"","title":"Optical and Functional Imaging in Lung Cancer","year":2010,"lang":"en","type":"dissertation","venue":"RePub (Erasmus University Rotterdam)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung cancer; Cancer; Stage (stratigraphy); Lung; Colorectal cancer; Carcinoma; Adenocarcinoma; Incidence (geometry)","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":[0.0007866083,0.0003688037,0.0003810344,0.0009091743,0.000296826,0.001030795,0.0005920008,0.001337367,0.005866745],"category_scores_gemma":[0.001573105,0.0001542267,0.0004116346,0.0008437201,0.0005952661,0.0009112917,0.0005971327,0.001367455,0.001971083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000891128,"about_ca_system_score_gemma":0.0007217997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002737361,"about_ca_topic_score_gemma":0.002877293,"domain_scores_codex":[0.9997275,0.00008065844,0.00001463288,0.00004709793,0.00009947648,0.0000305293],"domain_scores_gemma":[0.9995887,0.0001612589,0.00007421769,0.00003284406,0.0001024784,0.00004057155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002877068,0.0002091681,0.01085695,0.00335361,0.0001951346,0.001682564,0.0001834024,0.003957696,0.02949063,0.02241156,0.09641041,0.8309612],"study_design_scores_gemma":[0.0001234652,0.00102324,0.05682137,0.004312828,0.0004177918,0.02873009,0.0004833145,0.02929575,0.02542613,0.07596499,0.7770936,0.0003074405],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02413468,0.8133685,0.05973716,0.01963903,0.003697947,0.0002057609,0.001143909,0.0009975791,0.07707535],"genre_scores_gemma":[0.3652514,0.5238385,0.05707377,0.01404588,0.009481386,0.0005471807,0.001626185,0.0002948858,0.02784091],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005866745,"threshold_uncertainty_score":0.0196262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005276166161246073,"score_gpt":0.2198803092012571,"score_spread":0.214604143040011,"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."}}