{"id":"W4297348327","doi":"10.3390/curroncol29100548","title":"Lung Metastatectomy: Can Laser-Assisted Surgery Make a Difference?","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Metastasectomy; Lung; Parenchyma; Resection; Surgery; Pneumonectomy; Radiology; Metastasis; Pathology; Internal medicine; Cancer","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":[0.002502289,0.0005296859,0.003308131,0.002543314,0.0002531986,0.001427418,0.0008670048,0.001651169,0.003208965],"category_scores_gemma":[0.00740115,0.000325415,0.002864786,0.003320822,0.0005256369,0.001466675,0.0004078421,0.0008176764,0.0003717878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014462,"about_ca_system_score_gemma":0.002663137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002296765,"about_ca_topic_score_gemma":0.005286339,"domain_scores_codex":[0.9990768,0.0003590016,0.0002668738,0.00007905932,0.0001776833,0.00004046116],"domain_scores_gemma":[0.995237,0.003677363,0.0006402997,0.0000477743,0.0003489691,0.00004857711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004271691,0.00003446283,0.00107938,0.5604117,0.005633459,0.0002224528,0.0001555851,0.0001793262,0.0006365702,0.0009725263,0.005335364,0.4249119],"study_design_scores_gemma":[0.0005160916,0.0008280773,0.01115041,0.7190288,0.0602492,0.002687119,0.0009210674,0.0003070122,0.000961664,0.003095325,0.2001757,0.00007954809],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000108065,0.9996356,0.00001261032,0.0001403639,0.00002851325,0.000002597252,0.00000616128,5.550707e-7,0.00006545192],"genre_scores_gemma":[0.002072219,0.997629,0.00005413125,0.0001307769,0.00005662291,0.000007615708,0.0000115922,5.364345e-7,0.00003757448],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003308131,"threshold_uncertainty_score":0.01323354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4609893455135026,"score_gpt":0.4288846565508849,"score_spread":0.0321046889626177,"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."}}