{"id":"W4406470342","doi":"10.1016/j.bjorlp.2017.10.012","title":"10.1016/j.bjorlp.2017.10.012","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Thyroid; Esophagus; Foreign body; Anatomy; Medicine; General surgery; Internal medicine; Radiology","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":[0.0006908338,0.0008664312,0.0004594233,0.002003566,0.0009116217,0.002099057,0.0008328096,0.003072416,0.7810994],"category_scores_gemma":[0.00168754,0.0004501735,0.0005862972,0.00083207,0.000787155,0.001883434,0.001159138,0.001572714,0.6898681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000994837,"about_ca_system_score_gemma":0.000887298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003101839,"about_ca_topic_score_gemma":0.003828379,"domain_scores_codex":[0.9995487,0.00005360749,0.00004481714,0.00007694534,0.000123491,0.0001524273],"domain_scores_gemma":[0.9990045,0.0001977016,0.000155005,0.0000492536,0.0001786736,0.0004148283],"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":[0.0003354524,0.0005541784,0.03513573,0.0006259175,0.00007505027,0.002999316,0.0001549348,0.0001896348,0.0006000023,0.003406308,0.3695575,0.5863659],"study_design_scores_gemma":[0.00007119643,0.0001621226,0.02270478,0.002478885,0.0000772519,0.03024319,0.0006757929,0.0003482881,0.0005623565,0.004120954,0.9385034,0.00005180051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01558096,0.02484081,0.001361346,0.01302103,0.003405671,0.0000785111,0.002643801,0.001036055,0.9380319],"genre_scores_gemma":[0.05486954,0.01511122,0.001871824,0.003763721,0.002350666,0.00008397476,0.002944835,0.0003813605,0.9186229],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2189006,"threshold_uncertainty_score":0.3122351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143288883314699,"score_gpt":0.2142528676659557,"score_spread":0.2028199788328088,"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."}}