{"id":"W2413914556","doi":"","title":"Visual and semiquantitative analysis of 18F-fluorodeoxyglucose positron emission tomography using a partial-ring tomograph without attenuation correction to differentiate benign and malignant pulmonary nodules.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Medicine; Nuclear medicine; Positron emission tomography; Receiver operating characteristic; Fluorodeoxyglucose; Radiology; Tomography; Positron emission; Lesion; Pathology; Internal medicine","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":[0.003377657,0.0004319705,0.0002478647,0.002827295,0.0001201806,0.0004635805,0.0003281235,0.0004094,0.001974833],"category_scores_gemma":[0.01224147,0.0002192158,0.0003081106,0.0006421556,0.0004275797,0.0006622817,0.0003174667,0.0001801082,0.0006159666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000159015,"about_ca_system_score_gemma":0.0001223296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002121304,"about_ca_topic_score_gemma":0.00043346,"domain_scores_codex":[0.9981748,0.0007764393,0.0002564152,0.0002153846,0.0005139155,0.000063032],"domain_scores_gemma":[0.9905965,0.005017191,0.001901525,0.0005582745,0.001540946,0.000385551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001411363,0.0001148754,0.9361568,0.0002263926,0.0002744915,0.0007989153,0.0001548134,0.0002246661,0.0310549,0.00006479536,0.0003326354,0.02918527],"study_design_scores_gemma":[0.00007330521,0.001662757,0.961311,0.0000317847,0.0001644326,0.02178012,0.0001588682,0.003231267,0.01061278,0.0000947282,0.0008487912,0.00003023404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898221,0.002042378,0.006024787,0.00004460158,0.00002518793,0.00008555403,0.0002001144,0.0001003497,0.001655008],"genre_scores_gemma":[0.9953909,0.0001541421,0.004054901,0.00001428538,0.00001886659,0.00002697841,0.0001518577,0.00001019161,0.0001779046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003377657,"threshold_uncertainty_score":0.01786298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02780085310980484,"score_gpt":0.3032014546270559,"score_spread":0.2754006015172511,"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."}}