{"id":"W6939622587","doi":"10.6084/m9.figshare.19753260","title":"Additional file 1 of Endoscope-assisted versus conventional neck dissection in patients with oral cancer: a systematic review and meta-analysis","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neck dissection; Quality assessment; Randomized controlled trial; Funnel plot; Dissection (medical); Mandibular nerve","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":[0.005279716,0.001778439,0.004066992,0.005119161,0.0006498254,0.001745784,0.001801134,0.001519581,0.7623559],"category_scores_gemma":[0.05414696,0.001050596,0.005208266,0.007346845,0.0003818834,0.003330494,0.001294732,0.001090174,0.02288907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002072525,"about_ca_system_score_gemma":0.003420462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003959398,"about_ca_topic_score_gemma":0.01179295,"domain_scores_codex":[0.9978709,0.0005086673,0.0007344787,0.0003268007,0.0003774883,0.0001817598],"domain_scores_gemma":[0.9652915,0.026207,0.005387319,0.0007336161,0.002091761,0.0002888285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003550515,0.0001545342,0.002228273,0.7426283,0.00346346,0.0001385307,0.0001815327,0.0008660859,0.0003447176,0.0019092,0.2256041,0.01893076],"study_design_scores_gemma":[0.08075436,0.002376548,0.05070301,0.3230363,0.03104941,0.001204895,0.0009804197,0.005645282,0.001950031,0.0175448,0.4841192,0.0006357984],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001244287,0.002104924,0.0008646779,0.0005508648,0.0001417314,0.004551004,0.9887202,0.0003173417,0.001505019],"genre_scores_gemma":[0.0588154,0.01225825,0.03499109,0.00483686,0.001021017,0.2353333,0.599616,0.001287995,0.05184012],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7623559,"threshold_uncertainty_score":0.3389705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0407111010027709,"score_gpt":0.2389995926911006,"score_spread":0.1982884916883297,"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."}}