{"id":"W4406562589","doi":"10.1016/j.bjorlp.2022.04.004","title":"10.1016/j.bjorlp.2022.04.004","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","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":[0.0006963628,0.001170023,0.0006932334,0.001701591,0.001054705,0.002219472,0.001078103,0.00380097,0.9441032],"category_scores_gemma":[0.001298276,0.0004946247,0.000772582,0.0009726222,0.0007339771,0.001988611,0.00122669,0.001641593,0.9341025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001063426,"about_ca_system_score_gemma":0.001079944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004701944,"about_ca_topic_score_gemma":0.005281046,"domain_scores_codex":[0.9996766,0.00002772874,0.00002679556,0.00006727479,0.00007532594,0.0001263288],"domain_scores_gemma":[0.9990271,0.0001798669,0.00008456811,0.00004252838,0.0001613425,0.0005045872],"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":[0.0004028943,0.0003991263,0.005352294,0.0004348108,0.00003831946,0.0004963759,0.00004359142,0.0002727097,0.0005787488,0.002098462,0.4294236,0.560459],"study_design_scores_gemma":[0.00009436985,0.0001559779,0.005215521,0.00077029,0.00003576465,0.002734965,0.0001434553,0.0002977824,0.0003492396,0.001720371,0.9884559,0.00002640374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003002045,0.005269002,0.0006677904,0.00491479,0.001521901,0.00006994611,0.002880313,0.0007298365,0.9809443],"genre_scores_gemma":[0.005086391,0.00171411,0.0007291918,0.001352977,0.000478296,0.00004505891,0.001554664,0.0001787756,0.9888607],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05589682,"threshold_uncertainty_score":0.07973003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005849536342479212,"score_gpt":0.1981262194104876,"score_spread":0.1922766830680084,"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."}}