{"id":"W2168685265","doi":"10.1148/radiol.2412051020","title":"Pleural Mesothelioma: Sensitivity and Incidence of Needle Track Seeding after Image-guided Biopsy versus Surgical Biopsy","year":2006,"lang":"en","type":"article","venue":"Radiology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Biopsy; Thoracoscopy; Thoracotomy; Radiology; Mesothelioma; Surgery; Pathology","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":[0.001913011,0.000247342,0.0004119364,0.001141281,0.0001791349,0.0005768017,0.000318424,0.0006829212,0.0005368991],"category_scores_gemma":[0.0183715,0.0001808061,0.000453573,0.000517746,0.0003700346,0.0005489672,0.0004116428,0.0002569018,0.0002062562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002503457,"about_ca_system_score_gemma":0.0001279556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006050339,"about_ca_topic_score_gemma":0.0007673644,"domain_scores_codex":[0.9984194,0.000587341,0.0002167722,0.0002754572,0.0004037949,0.00009718156],"domain_scores_gemma":[0.9866338,0.00791414,0.003500675,0.0005084997,0.0008569794,0.0005859746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003521928,0.00001078515,0.9959674,0.00001862593,0.00005369874,0.0001390754,0.00003972216,0.0001167955,0.000793728,0.00000578471,0.00002295728,0.002479239],"study_design_scores_gemma":[0.00002089579,0.0004694518,0.9905977,0.00002599991,0.0001048177,0.005208528,0.0001134675,0.001514928,0.001722528,0.00002854447,0.0001816819,0.00001146827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980435,0.00122849,0.0002528111,0.00002330852,0.00000873918,0.000009593105,0.00006550555,0.000009019524,0.0003591156],"genre_scores_gemma":[0.9996914,0.00009008902,0.000124805,0.00001115535,0.000009704519,0.000002820999,0.00005648541,0.000001119107,0.00001246361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001913011,"threshold_uncertainty_score":0.01011711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371040120344763,"score_gpt":0.2710767894877665,"score_spread":0.2573663882843188,"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."}}