{"id":"W4250271000","doi":"10.1503/cmaj.160300","title":"Thyroid nodules","year":2016,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Nodule (geology); Thyroid nodules; Thyroid; Guideline; Medicine; Ultrasonography; Iodine; Radiology; Pathology; Internal medicine; Biology; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002890198,0.0005729579,0.0008251541,0.001168204,0.0009253228,0.001145284,0.0007094702,0.001054438,0.04434017],"category_scores_gemma":[0.001676904,0.0002161589,0.0007543528,0.0008865214,0.0003786218,0.0006029946,0.0008063405,0.0009502251,0.02217168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009788162,"about_ca_system_score_gemma":0.001166219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01322838,"about_ca_topic_score_gemma":0.02006098,"domain_scores_codex":[0.9995275,0.00003290586,0.000031681,0.00007508392,0.000224973,0.0001078973],"domain_scores_gemma":[0.9995628,0.00005226404,0.00006776963,0.00004788997,0.0001554873,0.0001137915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004457958,0.0001876269,0.04574443,0.001479716,0.0001379726,0.0287189,0.0002027411,0.0003227973,0.00903973,0.005232172,0.4624335,0.4460546],"study_design_scores_gemma":[0.0001464772,0.0001904578,0.03654464,0.001349845,0.0002342948,0.1797817,0.0003307695,0.0004064443,0.002684113,0.003380574,0.7748923,0.00005822529],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05932399,0.1438507,0.01626572,0.01494617,0.005070078,0.001366992,0.01432698,0.003286106,0.7415632],"genre_scores_gemma":[0.5652204,0.06765,0.01342596,0.03186944,0.005376748,0.000495261,0.02478882,0.0007584351,0.290415],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04434017,"threshold_uncertainty_score":0.1483326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006637234853537476,"score_gpt":0.2354553561049709,"score_spread":0.2288181212514334,"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."}}