{"id":"W4405217545","doi":"10.1002/pbc.31468","title":"Current Surgical Approach to Pulmonary Metastasectomy","year":2024,"lang":"en","type":"review","venue":"Pediatric Blood & Cancer","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Metastasectomy; Medicine; Lung; Radiology; Surgical resection; Nodule (geology); Intensive care medicine; Metastasis; Internal medicine; Cancer","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":[0.0006922348,0.0008316716,0.0009317323,0.002813114,0.0002888476,0.001123454,0.001031309,0.0007568669,0.007605103],"category_scores_gemma":[0.001501201,0.0002466393,0.0007898818,0.00197986,0.0007470602,0.001401347,0.0005984358,0.00164508,0.003803515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007363306,"about_ca_system_score_gemma":0.001456234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001630118,"about_ca_topic_score_gemma":0.003085927,"domain_scores_codex":[0.999669,0.00004101466,0.0000648751,0.0000823454,0.0001161729,0.00002670673],"domain_scores_gemma":[0.9993492,0.0002831695,0.0001228515,0.00002309271,0.0001720348,0.00004964519],"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":[0.00005464304,0.00003122512,0.0005237831,0.0155815,0.0001208603,0.0002919922,0.00005112153,0.000443029,0.0006397659,0.002873978,0.04466569,0.9347224],"study_design_scores_gemma":[0.00002440707,0.00008615664,0.002758088,0.01527604,0.0002650511,0.007637032,0.000130145,0.0001574991,0.0004590429,0.004285633,0.9688914,0.00002952675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001684752,0.9962344,0.0003006307,0.0006345925,0.0002407419,0.00000617428,0.00004274734,0.00001906837,0.002353261],"genre_scores_gemma":[0.001170961,0.9972801,0.0002349013,0.0003852441,0.0002826921,0.000006256464,0.0000757603,0.000003652121,0.0005604133],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007605103,"threshold_uncertainty_score":0.02544159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09698466274037437,"score_gpt":0.4181444069768445,"score_spread":0.3211597442364701,"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."}}