{"id":"W4285683836","doi":"10.53350/pjmhs221651090","title":"Comparison Between Conventional and Sutureless Thyroidectomy","year":2022,"lang":"en","type":"article","venue":"","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Collège Montmorency","funders":"","keywords":"Medicine; Body mass index; Surgery; Thyroidectomy; Blood loss; Multinodular goitre; Demographics; Prospective cohort study; Group B; Age groups; Thyroid; Internal medicine; Demography","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":[0.0008257063,0.0001558187,0.0004855752,0.0004401116,0.0001181832,0.0003906623,0.0003152757,0.0002514055,0.002361354],"category_scores_gemma":[0.002321338,0.00009328745,0.000676939,0.0002579705,0.0003556416,0.000498736,0.0003934188,0.0002839694,0.0001687689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002147372,"about_ca_system_score_gemma":0.0002725025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001972217,"about_ca_topic_score_gemma":0.0004127299,"domain_scores_codex":[0.9991478,0.0001814019,0.0001253792,0.0001488195,0.000325565,0.00007109981],"domain_scores_gemma":[0.9980053,0.0008317729,0.0007028406,0.000098492,0.0001421618,0.0002193741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05731243,0.00273269,0.5758885,0.004095911,0.002599066,0.001998365,0.000778168,0.001187577,0.02000337,0.0007553702,0.001378967,0.3312695],"study_design_scores_gemma":[0.003231035,0.08326098,0.8892388,0.0004955141,0.001607749,0.009143674,0.001509054,0.001543125,0.003273189,0.0006812596,0.005955972,0.00005967761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949369,0.003411858,0.0005413341,0.0000415151,0.00006173751,0.00005707777,0.0001225461,0.000008202187,0.0008186878],"genre_scores_gemma":[0.9981477,0.0007245453,0.0004521213,0.00004114058,0.0001095912,0.00004277841,0.0002127414,0.00000271504,0.0002666956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002361354,"threshold_uncertainty_score":0.007899523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03673844045840542,"score_gpt":0.3229084402554254,"score_spread":0.28616999979702,"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."}}