{"id":"W4411617570","doi":"10.51847/0j8wyfs","title":"10.51847/0j8WYfs","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deanship of Scientific Research, Prince Sattam bin Abdulaziz University; Prince Sattam bin Abdulaziz University","keywords":"Hormone; Buccal mucosa; Medicine; Physiology; Buccal administration; Endocrine system; Internal medicine; Pharmacology; Dentistry; Oral cavity","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":[0.0005874296,0.001059107,0.0004670499,0.001954043,0.0007982616,0.001803329,0.0007419077,0.002110633,0.9339048],"category_scores_gemma":[0.001079968,0.0002804045,0.0004310125,0.001231449,0.0005058754,0.001309291,0.001243794,0.0007054876,0.9138784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006256564,"about_ca_system_score_gemma":0.0005586598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003330272,"about_ca_topic_score_gemma":0.002884314,"domain_scores_codex":[0.999585,0.00003424635,0.00002965206,0.0001119977,0.0001366214,0.0001024669],"domain_scores_gemma":[0.9990886,0.0001998957,0.00005772638,0.0001162658,0.0003088099,0.0002286055],"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":[0.0003589063,0.0003139768,0.0031773,0.0002657839,0.00002966361,0.0005658186,0.0001203621,0.0006199258,0.009846051,0.004795851,0.1456845,0.8342218],"study_design_scores_gemma":[0.00007755627,0.0001532402,0.004844557,0.000221721,0.00002474093,0.0009682204,0.0001566917,0.001522533,0.003556753,0.002033696,0.9864102,0.00003002619],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008001753,0.0006839806,0.007143641,0.0009653652,0.000809119,0.0001822833,0.001612036,0.002608603,0.9779932],"genre_scores_gemma":[0.008135787,0.0002449758,0.003393248,0.0002793396,0.00009781318,0.0000576003,0.001289982,0.0003216476,0.9861796],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06609523,"threshold_uncertainty_score":0.09427673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005202180218335363,"score_gpt":0.2245511397333664,"score_spread":0.219348959515031,"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."}}