{"id":"W6965324247","doi":"10.3389/fsurg.2025.1542036.s001","title":"Table 1_Changes in quality of life of early-stage lung cancer patients undergoing sublobar resection: a systematic review.docx","year":2025,"lang":"en","type":"dataset","venue":"Figshare","topic":"Mediterranean and Iberian flora and fauna","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality of life (healthcare); Lung cancer; MEDLINE; Radiation therapy; Cancer; Systematic review","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005387674,0.001845215,0.00731809,0.009338268,0.0005137479,0.002164038,0.00199704,0.001211069,0.04249302],"category_scores_gemma":[0.031317,0.0009306889,0.00986925,0.01425726,0.0005329755,0.003094913,0.001507617,0.001021893,0.001364668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003360409,"about_ca_system_score_gemma":0.007475244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007846061,"about_ca_topic_score_gemma":0.02510837,"domain_scores_codex":[0.9962442,0.0008714228,0.001625513,0.0003372554,0.0007095179,0.0002122391],"domain_scores_gemma":[0.9792307,0.01443349,0.004219053,0.0001998735,0.001768374,0.0001485194],"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":[0.0001622108,0.00000536434,0.0005868817,0.9836634,0.003471955,0.00003216821,0.0000521275,0.00006155689,0.0000770227,0.000102011,0.005118868,0.00666643],"study_design_scores_gemma":[0.0009467087,0.0002373853,0.01292099,0.8927812,0.05188661,0.0003985813,0.0002846244,0.0002258149,0.0003591644,0.0004798583,0.03942225,0.00005683245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"dataset","genre_scores_codex":[0.006343665,0.8197755,0.001257607,0.002476049,0.0008873768,0.008738218,0.157508,0.0002726431,0.002740887],"genre_scores_gemma":[0.05716676,0.8705688,0.006349648,0.004321028,0.0004938793,0.02725524,0.02997744,0.0001536191,0.003713553],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.957507,"threshold_uncertainty_score":0.1421533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07091507937516155,"score_gpt":0.3098615117860959,"score_spread":0.2389464324109344,"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."}}