{"id":"W4406562916","doi":"10.1016/j.bjorlp.2017.06.002","title":"10.1016/j.bjorlp.2017.06.002","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Head and neck cancer; Medicine; Radiation therapy; Head and neck; Cancer; Radiology; Internal medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005624017,0.0001083699,0.0001665619,0.0000727048,0.00007938785,0.00001519669,0.00006139727,0.00005734473,0.9981906],"category_scores_gemma":[0.00003031599,0.00009074391,0.00007274206,0.0001830404,0.00002324318,0.0000439603,0.00001356126,0.00009124656,0.9953422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001658477,"about_ca_system_score_gemma":0.00003220259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003402739,"about_ca_topic_score_gemma":1.936021e-7,"domain_scores_codex":[0.9993287,0.00001250334,0.0001301429,0.0001824126,0.0001377292,0.0002085503],"domain_scores_gemma":[0.9994432,0.00002629522,0.00001344525,0.0002861241,0.00003551769,0.0001953837],"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":[0.0001762451,0.0001236918,0.000005633365,0.000005767544,0.00002393929,0.00001315645,0.00001629402,0.000009583766,0.0000207985,0.00000133114,0.8038565,0.1957471],"study_design_scores_gemma":[0.0007953753,0.0002996222,0.0006037838,0.00001885197,0.00005720595,0.00004956099,0.000003468573,0.0001189524,0.00001020448,0.00001126505,0.9979175,0.0001141526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001202698,0.0001668764,0.000002638901,0.001084332,0.000002441652,0.0001893297,0.00001207999,0.000140898,0.9971987],"genre_scores_gemma":[0.0005385616,0.000001079081,0.0001008805,0.0003081518,0.0002345144,0.00001754023,0.00006186207,0.00001923695,0.9987182],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1956329,"threshold_uncertainty_score":0.3700429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009361287523685171,"score_gpt":0.1945225709648509,"score_spread":0.1851612834411657,"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."}}