{"id":"W4377028914","doi":"10.21203/rs.3.rs-2936448/v1","title":"Safety and effectiveness of thoracic day surgery in patient with lung cancer","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sichuan University","keywords":"Medicine; Cardiothoracic surgery; Lung cancer surgery; Lung cancer; Comorbidity; Surgery; Cochrane Library; Cancer surgery; General surgery; Cancer; Randomized controlled trial; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008345078,0.000357407,0.002805992,0.003433557,0.0003769746,0.002016195,0.000694285,0.001148397,0.002344745],"category_scores_gemma":[0.05792772,0.0002970426,0.003542667,0.003274391,0.0006522391,0.001202052,0.0005409007,0.0007333425,0.0001238026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00150685,"about_ca_system_score_gemma":0.004907974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002901156,"about_ca_topic_score_gemma":0.00408251,"domain_scores_codex":[0.9885678,0.004939167,0.003972529,0.0006230084,0.001739079,0.0001584307],"domain_scores_gemma":[0.9411578,0.04074317,0.01278891,0.000554832,0.004196992,0.0005584101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.00378144,0.0001704977,0.02348905,0.7803768,0.0201589,0.0002869483,0.0004237551,0.0002122477,0.0003396999,0.000572772,0.001673207,0.1685146],"study_design_scores_gemma":[0.003167092,0.00787629,0.1458351,0.6350852,0.1676539,0.003042562,0.002274519,0.0006538803,0.001984821,0.002330099,0.02990009,0.0001964205],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01192637,0.9859809,0.0001253536,0.0005175248,0.0001775344,0.0001431486,0.0003696844,0.000004094918,0.0007553485],"genre_scores_gemma":[0.3300348,0.6661041,0.001098292,0.0009600917,0.0006598494,0.0003955898,0.0005472394,0.000006750496,0.0001932177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008345078,"threshold_uncertainty_score":0.04413354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05168670997971234,"score_gpt":0.4421465786748393,"score_spread":0.3904598686951269,"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."}}