{"id":"W3152803469","doi":"10.1016/j.jtcvs.2021.03.055","title":"Reply: Nothing ventured, nothing gained","year":2021,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Conflict of interest; Nothing; Scopus; Biopsy; General surgery; MEDLINE; Radiology; Law; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003543281,0.0009245666,0.00153039,0.0008240517,0.005615359,0.005381474,0.001904829,0.08149077,0.009388133],"category_scores_gemma":[0.0249778,0.0009899914,0.001196505,0.0007248531,0.003258318,0.003658626,0.002170776,0.05276219,0.0084551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004855194,"about_ca_system_score_gemma":0.006232803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008946123,"about_ca_topic_score_gemma":0.0148953,"domain_scores_codex":[0.9964303,0.00105993,0.0004223803,0.00047175,0.0008510326,0.0007645413],"domain_scores_gemma":[0.9930502,0.00279004,0.0005378185,0.0002323429,0.001522421,0.001867217],"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":[0.0000668398,0.00002751337,0.0009956106,0.00004593008,0.00002309056,0.002643989,0.0001674483,0.00004613941,0.0001249521,0.001783048,0.9914535,0.002621841],"study_design_scores_gemma":[0.0002103478,0.00009156725,0.002925778,0.000537238,0.00008231018,0.003767844,0.001553713,0.000669118,0.0002504063,0.01075052,0.9790027,0.0001584308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002888844,0.0004519435,0.0000380434,0.9804121,0.01672198,0.00001111227,0.00004708314,0.00001185918,0.00201704],"genre_scores_gemma":[0.002296906,0.0003307534,0.00009884776,0.9727308,0.01807428,0.00002759778,0.00002541762,0.00001182274,0.00640368],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08149077,"threshold_uncertainty_score":0.03522712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02631665226020896,"score_gpt":0.2843778490527711,"score_spread":0.2580611967925621,"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."}}