{"id":"W2765775415","doi":"10.1016/j.jtcvs.2017.10.006","title":"Eight and counting","year":2017,"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":"McMaster University","funders":"","keywords":"Medicine; Lung cancer; Globe; Stage (stratigraphy); Cancer; Oncology; Internal medicine; Ophthalmology","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":[0.003716025,0.0005867028,0.0007827373,0.0008078549,0.007040272,0.005935465,0.001453383,0.02513355,0.01338454],"category_scores_gemma":[0.03405019,0.0003582419,0.0006662247,0.0004248378,0.009195401,0.006185312,0.004165902,0.04387972,0.006313758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00389016,"about_ca_system_score_gemma":0.005977122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005887236,"about_ca_topic_score_gemma":0.01501838,"domain_scores_codex":[0.9957328,0.001482914,0.0002917422,0.0004658432,0.001216112,0.0008105373],"domain_scores_gemma":[0.9922815,0.003821675,0.0004024007,0.0005117825,0.001365185,0.001617442],"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":[0.00002474565,0.00001918688,0.0004179351,0.00002579863,0.000006776178,0.000930813,0.0004697244,0.00003646569,0.00004973476,0.0601827,0.9219661,0.01586997],"study_design_scores_gemma":[0.00003122909,0.00001832821,0.0003024168,0.0002748492,0.0000100342,0.001268697,0.001079378,0.0001444872,0.00008397236,0.09486102,0.9019004,0.00002518445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003887106,0.00200886,0.0002097845,0.9614992,0.01769755,0.000005668693,0.00001380613,0.00001526154,0.01816118],"genre_scores_gemma":[0.01154986,0.001818205,0.0003125096,0.9232404,0.02612038,0.00003373285,0.00001993477,0.00003923,0.03686586],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02513355,"threshold_uncertainty_score":0.04477578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02487204294654095,"score_gpt":0.2928108644111515,"score_spread":0.2679388214646106,"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."}}