{"id":"W6986266844","doi":"","title":"Optical and Functional Imaging in Lung Cancer","year":2010,"lang":"en","type":"dissertation","venue":"Data Archiving and Networked Services (DANS)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung cancer; Cancer; Stage (stratigraphy); Colorectal cancer; Carcinoma; Adenocarcinoma; Lung; Incidence (geometry); Survival rate","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":[0.0004317951,0.0004805676,0.0002478042,0.0009369495,0.0002648427,0.0008335699,0.0005743032,0.0008981922,0.06383087],"category_scores_gemma":[0.001084281,0.0001415955,0.0003893861,0.0007448306,0.0002651456,0.0008165851,0.0003530915,0.00080367,0.01300519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005685193,"about_ca_system_score_gemma":0.0005068422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001910108,"about_ca_topic_score_gemma":0.002716839,"domain_scores_codex":[0.9998701,0.00002793531,0.000009972334,0.00002346322,0.00005386414,0.00001457618],"domain_scores_gemma":[0.9996865,0.00012991,0.00004529635,0.00002689188,0.00007923668,0.00003220774],"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":[0.0003267171,0.0001079146,0.0027025,0.00318377,0.00008531683,0.001221878,0.00007370007,0.001071157,0.02371761,0.008579509,0.3572765,0.6016534],"study_design_scores_gemma":[0.00009112009,0.0003811943,0.02592918,0.002163331,0.0001554004,0.01035006,0.0001149188,0.005464878,0.02143172,0.01876396,0.9150432,0.0001110924],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03647038,0.48733,0.06172831,0.04990829,0.02187641,0.0007662232,0.01741017,0.004796968,0.3197133],"genre_scores_gemma":[0.2852799,0.2388232,0.05280726,0.01885772,0.01720585,0.001178852,0.01269268,0.001413578,0.371741],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06383087,"threshold_uncertainty_score":0.2135355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04592259316243016,"score_gpt":0.3641865445771869,"score_spread":0.3182639514147567,"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."}}