{"id":"W4406564957","doi":"10.1016/j.ypdi.2013.12.017","title":"10.1016/j.ypdi.2013.12.017","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Computed tomography; Lung cancer; Lung cancer screening; Cancer; Radiology; Medical physics; Oncology; Internal medicine","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":[0.0006708353,0.001020676,0.0005046064,0.001981189,0.0008166152,0.002898806,0.001008425,0.002972817,0.8676217],"category_scores_gemma":[0.001698259,0.0003712615,0.0005464923,0.0009279873,0.000758794,0.002004207,0.001285582,0.001565445,0.817657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020269,"about_ca_system_score_gemma":0.001289711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002419416,"about_ca_topic_score_gemma":0.002275732,"domain_scores_codex":[0.9996645,0.00002937475,0.00002851704,0.00009599496,0.00009714995,0.00008444061],"domain_scores_gemma":[0.9990726,0.000169327,0.0001335798,0.00005788598,0.0001808731,0.0003856647],"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":[0.0002374286,0.0002647209,0.008464973,0.0004463136,0.00003992281,0.0005088343,0.000113284,0.0002183066,0.0006660944,0.004987369,0.3084451,0.6756076],"study_design_scores_gemma":[0.0000568707,0.0001049511,0.007281928,0.0009637474,0.00005003423,0.004190728,0.0003056923,0.0002613117,0.0004674076,0.004575985,0.9817123,0.0000290886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006793847,0.01974529,0.003195491,0.01124002,0.003151456,0.0001318129,0.005139563,0.002040729,0.9485619],"genre_scores_gemma":[0.02412141,0.008621161,0.002582537,0.003184412,0.001250065,0.0001075034,0.003250718,0.0004040591,0.9564782],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1323783,"threshold_uncertainty_score":0.1888216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007722350869867387,"score_gpt":0.213898406840894,"score_spread":0.2061760559710266,"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."}}