{"id":"W2365285925","doi":"10.21037/tlcr.2016.04.01","title":"Rebuttal from Prof. Rodrigues","year":2016,"lang":"en","type":"article","venue":"Translational Lung Cancer Research","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Rebuttal; Medicine; General surgery; Gynecology; Archaeology; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002775269,0.0001211924,0.000190686,0.0001271522,0.0001290695,0.00002159821,0.00009881143,0.00007544417,0.003750338],"category_scores_gemma":[0.00002440442,0.00007288878,0.00009591403,0.0002277529,0.0001402162,0.0001259283,0.0000170077,0.0001733015,0.0001459119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000484854,"about_ca_system_score_gemma":0.0005814579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001231401,"about_ca_topic_score_gemma":0.0003971604,"domain_scores_codex":[0.9979298,0.00007708651,0.0001964047,0.0004068759,0.001012346,0.0003775276],"domain_scores_gemma":[0.9988756,0.0003646214,0.00002284733,0.0002645846,0.000288506,0.0001838926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001028111,0.0005420641,0.8667113,0.0001593144,0.0007190261,0.00005624814,0.0005612014,0.000007865076,0.01459249,0.005985435,0.05339619,0.05624079],"study_design_scores_gemma":[0.006629793,0.0003542831,0.8809775,0.001438269,0.0001769669,0.000006602805,0.00002493558,0.0001441331,0.02476158,0.003841311,0.08139528,0.0002493213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8112167,0.01190818,0.000429395,0.1611637,0.0003367972,0.001690575,0.0007002559,0.0001361493,0.01241836],"genre_scores_gemma":[0.9921365,0.0009992053,0.000308799,0.0001288899,0.0007201645,0.0005253506,0.0000703926,0.00002924673,0.005081386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1809199,"threshold_uncertainty_score":0.9971604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07641836910549837,"score_gpt":0.4511953623843407,"score_spread":0.3747769932788423,"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."}}