{"id":"W4388219744","doi":"10.1089/thy.2023.0338","title":"A Pilot Nonrandomized Controlled Trial Examining the Use of Artificial Tears on the Radioactivity of Tears After Radioactive Iodine Treatment for Thyroid Cancer","year":2023,"lang":"en","type":"article","venue":"Thyroid","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Artificial tears; Thyroid cancer; Tears; Thyroid carcinoma; Surgery; Urology; Internal medicine; Thyroid; Nuclear medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008392807,0.0003894963,0.001479894,0.0001741952,0.0001583547,0.00003211814,0.0001427543,0.00007467881,0.0001059758],"category_scores_gemma":[0.0005554328,0.0001886639,0.0006470085,0.0003846482,0.0002719908,0.0000798338,0.000036431,0.0001810983,0.00001311487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003520446,"about_ca_system_score_gemma":0.0003059998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007982822,"about_ca_topic_score_gemma":0.0002290515,"domain_scores_codex":[0.9975049,0.0004045062,0.0007068008,0.0004441364,0.0004945236,0.0004450791],"domain_scores_gemma":[0.9927136,0.005853665,0.0004859413,0.0006931718,0.0001484136,0.0001051712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9500667,0.002895462,0.0004443029,0.00002743351,0.002772128,0.00001996297,0.001611704,0.0003406302,0.03056981,0.0001763117,0.004505739,0.006569797],"study_design_scores_gemma":[0.9008583,0.03349292,0.01048636,0.0002817119,0.003321642,0.000007177464,0.0006030894,0.001585499,0.04672306,0.0001263975,0.002160684,0.0003531886],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844819,0.001040715,0.00004847648,0.002941238,0.0006003354,0.01030918,0.0003774493,0.00005932278,0.0001413377],"genre_scores_gemma":[0.9885343,0.001126742,0.0001180136,0.0002351457,0.0004950208,0.008570239,0.00001866112,0.00005753345,0.0008443962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04920844,"threshold_uncertainty_score":0.7693489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1344214768965741,"score_gpt":0.3318083010905271,"score_spread":0.197386824193953,"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."}}