{"id":"W7097928157","doi":"","title":"Materials and Methods","year":2013,"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":"Lung cancer; Radiation therapy; Cancer; Clinical Practice; Radiation oncology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003808101,0.0012733,0.001633437,0.004165762,0.0050295,0.003755259,0.002599356,0.001184129,0.06192081],"category_scores_gemma":[0.005035454,0.000741147,0.001009585,0.005581058,0.001856176,0.0006388644,0.00136789,0.001476983,0.01000534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0242451,"about_ca_system_score_gemma":0.04988244,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8127304,"about_ca_topic_score_gemma":0.8765551,"domain_scores_codex":[0.9968257,0.0004666099,0.0002909132,0.0006546422,0.0009983754,0.0007637767],"domain_scores_gemma":[0.9959907,0.0003563484,0.0003908213,0.0003765161,0.002301269,0.0005843175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006158295,0.005421357,0.3697029,0.008516777,0.0005522598,0.009961721,0.01253867,0.003935061,0.004542646,0.04403092,0.274389,0.2602504],"study_design_scores_gemma":[0.001326045,0.001249087,0.1979523,0.004665411,0.0005880698,0.002842325,0.01461544,0.002211337,0.001701331,0.007092272,0.7654072,0.000349247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3630917,0.01864181,0.0349091,0.01287128,0.002852628,0.177571,0.2506562,0.0006595363,0.1387468],"genre_scores_gemma":[0.3993941,0.01854213,0.0988534,0.03754666,0.001345513,0.1369793,0.09120403,0.0004855054,0.2156494],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9380792,"threshold_uncertainty_score":0.3767449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945307178092858,"score_gpt":0.3743294087725985,"score_spread":0.3548763369916699,"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."}}