{"id":"W4406448471","doi":"10.1016/j.ypat.2014.11.004","title":"10.1016/j.ypat.2014.11.004","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Thyroid carcinoma; Thyroiditis; Thyroid; Pyrosequencing; Papillary carcinoma; Dermatology; Oncology; Pathology; Internal medicine; Gene; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005799104,0.001057586,0.0004556832,0.001778519,0.0008413029,0.002626574,0.001056038,0.003122103,0.887269],"category_scores_gemma":[0.001487544,0.0003923714,0.0007394711,0.0008475714,0.0008508331,0.001816395,0.001218234,0.001469676,0.8356411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054354,"about_ca_system_score_gemma":0.001222885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003131004,"about_ca_topic_score_gemma":0.002915559,"domain_scores_codex":[0.9996905,0.00002936403,0.000025967,0.00008815583,0.00008743978,0.00007854745],"domain_scores_gemma":[0.9992024,0.0001678705,0.0001196639,0.00005293591,0.0001319867,0.0003250461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003244881,0.0003443015,0.00897829,0.0004891034,0.00004933239,0.0006218068,0.0001164779,0.0003705463,0.0009505391,0.00480054,0.2647991,0.7181554],"study_design_scores_gemma":[0.00008385728,0.0001443077,0.007290621,0.0009688167,0.00006533304,0.004936135,0.0003076102,0.0004380357,0.0006681177,0.004958478,0.9801071,0.00003163309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009220074,0.0154433,0.004442974,0.01042978,0.002601547,0.000146973,0.005436991,0.002628522,0.94965],"genre_scores_gemma":[0.02487623,0.0064722,0.003620859,0.002714365,0.0009204865,0.0001009149,0.003192605,0.0004587286,0.9576437],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.112731,"threshold_uncertainty_score":0.1607972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005674376942168889,"score_gpt":0.1970773323237139,"score_spread":0.1914029553815451,"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."}}