{"id":"W3093958137","doi":"","title":"Deslauriers, Jean; Nelems, Bill; Pearson, F. Griffith. Evolución de la cirugía torácica en Canadá. Ontario: Decker Intellectual Properties, 2014","year":2014,"lang":"es","type":"article","venue":"Neumología y cirugía de tórax","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004355654,0.00156225,0.002167208,0.0007886603,0.0007462378,0.0004385417,0.001214349,0.001826102,0.004084941],"category_scores_gemma":[0.005991575,0.001304626,0.00076195,0.000811283,0.001288755,0.0003536664,0.0004431084,0.003392311,0.002393728],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003118288,"about_ca_system_score_gemma":0.006687768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1881906,"about_ca_topic_score_gemma":0.05272222,"domain_scores_codex":[0.9886143,0.003346586,0.001681844,0.001899706,0.001146377,0.003311167],"domain_scores_gemma":[0.9906738,0.004397983,0.0005674096,0.00197128,0.0003993374,0.001990155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001531999,0.0007433216,0.1875283,0.0003210134,0.0007323184,0.0009640732,0.01303202,0.0001593758,0.06008941,0.0005912501,0.7284597,0.005847227],"study_design_scores_gemma":[0.003164319,0.00136226,0.07591967,0.0006518604,0.0007772113,0.001533385,0.001221834,0.001326479,0.005705194,0.0002185428,0.9063089,0.00181034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672559,0.0113779,0.000405888,0.003716915,0.00218608,0.001184022,0.0001169025,0.0005047195,0.01325164],"genre_scores_gemma":[0.9578019,0.002885117,0.0008355719,0.003909407,0.002560628,0.0002400519,0.0001719441,0.0003783869,0.03121704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1778492,"threshold_uncertainty_score":0.9997126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00888050341479831,"score_gpt":0.2345287975909226,"score_spread":0.2256482941761243,"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."}}