{"id":"W4408217724","doi":"10.1186/s12885-025-13755-3","title":"Impact of single-port versus three-port video-assisted thoracic surgery lobectomy on postoperative pain and quality of life in early-stage non-small cell lung cancer patients: a meta-analysis","year":2025,"lang":"en","type":"review","venue":"BMC Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Port (circuit theory); Meta-analysis; Lung cancer; Surgery; Randomized controlled trial; Visual analogue scale; Quality of life (healthcare); Stage (stratigraphy); Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001359415,0.0008722837,0.00874671,0.001001353,0.00004616687,0.00002873778,0.0001641173,0.0003654361,0.000549217],"category_scores_gemma":[0.0003912491,0.0005811861,0.004582416,0.001905003,0.0001051637,0.00008217548,0.00009006668,0.0003611793,9.565287e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002643042,"about_ca_system_score_gemma":0.00528658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06651324,"about_ca_topic_score_gemma":0.05789046,"domain_scores_codex":[0.9948425,0.0007993442,0.002173331,0.00104925,0.0006791791,0.0004563479],"domain_scores_gemma":[0.9938194,0.002520968,0.001989159,0.0008824311,0.0005258954,0.0002622037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00108172,0.001569609,0.8377761,0.03403843,0.09204283,0.00001512026,0.0001568123,0.0000708642,5.787388e-7,0.000001561405,0.0003643237,0.03288207],"study_design_scores_gemma":[0.003146183,0.001264311,0.5898984,0.01375483,0.3875745,2.651474e-7,0.00003440393,0.00002464869,0.00003144056,4.205457e-7,0.003405154,0.0008653874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1523221,0.8423974,0.00002156564,0.00002459826,0.0001795759,0.002627727,0.002166335,0.00001609782,0.0002445908],"genre_scores_gemma":[0.1681061,0.8281358,0.00008048509,0.00009395411,0.00006534289,0.00249836,0.0005124317,0.0000766185,0.0004308797],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2955317,"threshold_uncertainty_score":0.9996639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1593444623259573,"score_gpt":0.4252907723675424,"score_spread":0.2659463100415851,"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."}}