{"id":"W4411616430","doi":"10.51847/oiy6zmp","title":"10.51847/OiY6ZMP","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Tumors and Oncological Cases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiography; Dentistry; Orthodontics; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005577618,0.00007359336,0.0001617483,0.00002644352,0.00003119729,0.000008592968,0.00004882217,0.00004089298,0.9977879],"category_scores_gemma":[0.00005066874,0.00005386545,0.00004989232,0.0001106651,0.00002227425,0.00002055077,0.0000145932,0.00006674732,0.9799217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002529579,"about_ca_system_score_gemma":0.00002100401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009366789,"about_ca_topic_score_gemma":4.534607e-8,"domain_scores_codex":[0.9994749,0.00001213956,0.0001011764,0.0001333344,0.0001136759,0.0001647626],"domain_scores_gemma":[0.9995994,0.00003406164,0.000009723522,0.0001522519,0.00002315186,0.0001814068],"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":[0.0002468378,0.00009306766,0.000004333576,0.000004929223,0.000002928885,0.0001740345,0.000004331091,0.000003515282,0.00008388095,0.000001399469,0.08383821,0.9155425],"study_design_scores_gemma":[0.0003645681,0.0008242152,0.00246318,0.00001499556,0.00002347502,0.00009367768,6.045462e-7,0.00002293591,0.00004288004,0.000002364077,0.9960747,0.00007236942],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02713248,0.00007189066,1.671842e-7,0.001008631,0.000001431199,0.000145462,0.000005110383,0.0001028754,0.9715319],"genre_scores_gemma":[0.005955643,3.991092e-7,0.0001527327,0.0006647581,0.0002084084,0.000009848104,0.000009002809,0.000009751154,0.9929895],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9154702,"threshold_uncertainty_score":0.2196569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261264495801068,"score_gpt":0.2253250671951312,"score_spread":0.2127124222371205,"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."}}