{"id":"W4406448462","doi":"10.1016/j.ypat.2015.06.076","title":"10.1016/j.ypat.2015.06.076","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Adenocarcinoma; Signet ring cell; Ring (chemistry); Internal medicine; Pathology; Oncology; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005926806,0.001003273,0.0005140425,0.001592273,0.0009023344,0.003091441,0.001051804,0.003297231,0.8849924],"category_scores_gemma":[0.001801512,0.0003879361,0.000691826,0.0007560052,0.0008368682,0.002071655,0.00121962,0.001521632,0.8301348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009129865,"about_ca_system_score_gemma":0.001359426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002450126,"about_ca_topic_score_gemma":0.002289657,"domain_scores_codex":[0.999705,0.00002866211,0.00002521087,0.00008479596,0.00008282858,0.00007340816],"domain_scores_gemma":[0.9991038,0.0001647976,0.0001302216,0.00005686058,0.0001598841,0.0003844401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003596776,0.0003444118,0.009933209,0.00049539,0.00005170444,0.0005998143,0.0001192986,0.0003180165,0.0008316009,0.005259412,0.3301059,0.6515815],"study_design_scores_gemma":[0.0000972643,0.0001675451,0.008764664,0.001028573,0.00007747098,0.004817141,0.0003338764,0.0004199276,0.0005910675,0.006935149,0.9767313,0.00003605058],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008437825,0.01642863,0.004186005,0.01357637,0.003497546,0.0001655779,0.006276594,0.002415304,0.9450161],"genre_scores_gemma":[0.02921659,0.006832446,0.002989705,0.003165317,0.001237797,0.0001245266,0.003687748,0.0004465019,0.9522995],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1150076,"threshold_uncertainty_score":0.1640444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006708809545396652,"score_gpt":0.2227478149080372,"score_spread":0.2160390053626405,"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."}}