{"id":"W2352495141","doi":"","title":"CT Diagnosis of Peripheral Small Lung Cancer","year":2010,"lang":"en","type":"article","venue":"China Foreign Medical Treatment","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lung cancer; Radiology; Thin layer; Lung; Sign (mathematics); Differential diagnosis; Pleural cavity; Layer (electronics); Pathology; Surgery; Composite material; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001889948,0.0003673857,0.0002760534,0.001079017,0.000324268,0.000337775,0.0001854399,0.000378365,0.01290802],"category_scores_gemma":[0.001219415,0.0001321429,0.0001845247,0.0004487808,0.0003322987,0.0004713293,0.0002487352,0.0003877559,0.001395045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002786772,"about_ca_system_score_gemma":0.0004274652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001413935,"about_ca_topic_score_gemma":0.002081072,"domain_scores_codex":[0.9998691,0.0000238994,0.00001293872,0.000026166,0.00003725378,0.00003052786],"domain_scores_gemma":[0.9997429,0.00005508313,0.00004056187,0.00001796599,0.00007742119,0.00006602321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00130791,0.000218395,0.5659355,0.001371979,0.00009099491,0.0664601,0.0003952587,0.000789362,0.08317583,0.00347212,0.02502624,0.2517563],"study_design_scores_gemma":[0.0001684936,0.0008387208,0.4250133,0.0007422588,0.000202424,0.4860313,0.0007762687,0.005082059,0.02715783,0.002538815,0.05139253,0.00005607554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8325571,0.02640416,0.02282482,0.001966015,0.0004217968,0.0005092887,0.001939555,0.0007484942,0.1126287],"genre_scores_gemma":[0.9793776,0.003382574,0.007104665,0.0004731443,0.0001937311,0.00005469146,0.0007990698,0.00002641424,0.008588217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01290802,"threshold_uncertainty_score":0.0431816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420938532981876,"score_gpt":0.3092717045882894,"score_spread":0.2950623192584707,"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."}}