{"id":"W4406512604","doi":"10.1016/j.yoto.2012.08.012","title":"10.1016/j.yoto.2012.08.012","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":"Thyroid; Medicine; General surgery; Internal medicine","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":[0.000557398,0.0009448342,0.0004654654,0.001303002,0.0009198998,0.002398422,0.000762558,0.002764778,0.8806291],"category_scores_gemma":[0.001249267,0.0003688883,0.0005302562,0.0005479486,0.0007329202,0.001881064,0.001053993,0.001315448,0.7756619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008206869,"about_ca_system_score_gemma":0.001216952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002685853,"about_ca_topic_score_gemma":0.003299172,"domain_scores_codex":[0.9997806,0.00002007766,0.0000159705,0.0000608172,0.00005534042,0.00006726407],"domain_scores_gemma":[0.999357,0.0001132432,0.00009046907,0.00002998385,0.0001132644,0.0002959734],"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":[0.0004251007,0.0004238769,0.008962031,0.0005488101,0.000048138,0.0006244257,0.0001669773,0.0002038823,0.0009588338,0.005036009,0.3056273,0.6769747],"study_design_scores_gemma":[0.0001049407,0.0002115966,0.01025721,0.001251709,0.00006165475,0.004396312,0.0005283988,0.0002772622,0.0004639666,0.004746236,0.9776673,0.00003346866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009619083,0.0191781,0.002272618,0.01244629,0.003186516,0.0001283891,0.003410685,0.001244345,0.9485139],"genre_scores_gemma":[0.02161331,0.007395357,0.001876809,0.002751576,0.0009290206,0.00009235328,0.001810579,0.0002303908,0.9633006],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1193709,"threshold_uncertainty_score":0.1702681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006805003450192504,"score_gpt":0.2007970043363476,"score_spread":0.1939920008861551,"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."}}