{"id":"W4283034036","doi":"10.1136/bmjopen-2021-057638","title":"Surgical resection, radiotherapy and percutaneous thermal ablation for treatment of stage 1 non-small cell lung cancer: protocol for a systematic review and network meta-analysis","year":2022,"lang":"en","type":"review","venue":"BMJ Open","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University Health Network; University of Toronto; SickKids Foundation; Hospital for Sick Children; Public Health Ontario","funders":"","keywords":"Medicine; Microwave ablation; Radiation therapy; Lung cancer; Cryoablation; Randomized controlled trial; Meta-analysis; Surgery; Systematic review; Percutaneous; MEDLINE; Oncology; Internal medicine; Ablation","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":[0.03989662,0.004312781,0.01874064,0.009662803,0.00172172,0.005267557,0.004442627,0.003323105,0.03457065],"category_scores_gemma":[0.06554246,0.002713132,0.02756954,0.01077698,0.001999549,0.004738991,0.004349843,0.003191551,0.002766668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01018014,"about_ca_system_score_gemma":0.02150958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008432244,"about_ca_topic_score_gemma":0.01729055,"domain_scores_codex":[0.9773328,0.01009631,0.007176118,0.002168177,0.002393285,0.0008332586],"domain_scores_gemma":[0.9812698,0.008286165,0.004620037,0.001671022,0.00362481,0.0005280612],"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":[0.005312109,0.00008344548,0.001317547,0.9222317,0.04408178,0.0001825717,0.0004758185,0.00135349,0.0005714256,0.001525893,0.01055149,0.0123129],"study_design_scores_gemma":[0.04448259,0.001883607,0.01306487,0.4432323,0.3356183,0.0005987303,0.001045367,0.003747632,0.001689205,0.01004559,0.1440275,0.0005643711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003625911,0.04196148,0.007756518,0.001601326,0.0007341945,0.9065993,0.03496899,0.0004787933,0.002273485],"genre_scores_gemma":[0.004967018,0.00825613,0.007946577,0.0005497049,0.00004650987,0.97365,0.003777453,0.0000466498,0.0007599461],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03989662,"threshold_uncertainty_score":0.210996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1841399891641608,"score_gpt":0.487367172814504,"score_spread":0.3032271836503432,"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."}}