{"id":"W2085851414","doi":"10.1016/j.jtcvs.2014.09.018","title":"Old habits die hard","year":2014,"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":"St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Die (integrated circuit); Mechanical engineering","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":[0.001760574,0.0008218357,0.001052054,0.0008173485,0.0104094,0.005044696,0.001176889,0.03933333,0.01964201],"category_scores_gemma":[0.01893038,0.0005435841,0.0009390385,0.0005643839,0.004140544,0.004972408,0.003393979,0.05431245,0.008470909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003427276,"about_ca_system_score_gemma":0.004138904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00508987,"about_ca_topic_score_gemma":0.0157142,"domain_scores_codex":[0.9978091,0.0005132559,0.0001754777,0.0002628029,0.0006220352,0.0006174234],"domain_scores_gemma":[0.9944518,0.001424696,0.0003560409,0.000184144,0.0007540326,0.002829203],"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":[0.00002708711,0.00005031184,0.001952357,0.00003981748,0.00002862475,0.008053407,0.0005128647,0.00003790493,0.0001346913,0.005219006,0.9740555,0.009888371],"study_design_scores_gemma":[0.00003866817,0.0000494581,0.00205976,0.0004138191,0.00002599433,0.00783264,0.002065043,0.0001224991,0.00007267146,0.01355661,0.9737102,0.00005253954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006204323,0.001641318,0.00004709728,0.9687562,0.02203892,0.000004888134,0.000013036,0.00001250121,0.006865619],"genre_scores_gemma":[0.004719435,0.001260579,0.00008678622,0.9562194,0.01699537,0.00001160676,0.00001118248,0.00001602141,0.02067965],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03933333,"threshold_uncertainty_score":0.06570911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02754219261592521,"score_gpt":0.2791362205209207,"score_spread":0.2515940279049955,"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."}}