{"id":"W3202157524","doi":"10.3390/curroncol28050328","title":"Prognostic Radiological Tools for Clinical Stage IA Pure Solid Lung Cancer","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Standardized uptake value; Lung cancer; Pathological; Radiology; Stage (stratigraphy); Positron emission tomography; Radiological weapon; T-stage; Receiver operating characteristic; Mediastinal lymph node; Cancer; Nuclear medicine; Metastasis; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006144195,0.000464889,0.0003311659,0.001044699,0.0002312122,0.0006451753,0.0002615335,0.000339583,0.001027137],"category_scores_gemma":[0.003754199,0.0001326763,0.000516056,0.0008024635,0.00031857,0.0003873448,0.0004694508,0.0003676199,0.0003088229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001837635,"about_ca_system_score_gemma":0.0002930019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004929011,"about_ca_topic_score_gemma":0.0009483172,"domain_scores_codex":[0.9996841,0.0000866801,0.00005831127,0.000045282,0.00007338325,0.00005227885],"domain_scores_gemma":[0.9979978,0.0004476863,0.0009329276,0.0001250048,0.0002246491,0.0002719125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001069408,0.000006740634,0.9968918,0.000008151705,0.00002235838,0.00008140847,0.00001422177,0.00006725887,0.0001921694,0.00001143131,0.000039797,0.00255767],"study_design_scores_gemma":[0.00001112448,0.0001658169,0.9969434,0.00001099137,0.00006871483,0.001269138,0.0001072125,0.0007882899,0.0002085391,0.0001219401,0.0002984332,0.000006352873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977129,0.000873836,0.0005084226,0.00004892764,0.00001671574,0.00001056597,0.0002205915,0.00001307207,0.0005950537],"genre_scores_gemma":[0.9994765,0.00006423613,0.0001582186,0.000007728721,0.00001608875,0.000004832282,0.0002163023,0.00000161554,0.00005454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001044699,"threshold_uncertainty_score":0.003436089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2815134783531962,"score_gpt":0.5622367433040132,"score_spread":0.280723264950817,"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."}}