{"id":"W4411618735","doi":"10.51847/unaoefn","title":"10.51847/unaoeFN","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical radiation; Medicine; Medical physics; Occupational exposure; Nuclear medicine; Radiation exposure; Radiation dose; Occupational medicine; Radiology; Medical emergency","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":[0.0006448606,0.0009224719,0.0005039899,0.001490391,0.001143949,0.00224552,0.000937763,0.002469252,0.9523817],"category_scores_gemma":[0.001448951,0.0003028954,0.0003853313,0.0009729717,0.0006478319,0.001693974,0.001716601,0.0008946586,0.9342998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008140993,"about_ca_system_score_gemma":0.0006781892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002860706,"about_ca_topic_score_gemma":0.003070028,"domain_scores_codex":[0.9995317,0.00005005841,0.00003803459,0.0001196024,0.0001537218,0.0001069079],"domain_scores_gemma":[0.9987957,0.0002335486,0.00005488367,0.000149534,0.0004239393,0.0003423151],"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":[0.000223719,0.0001859817,0.001325969,0.0002363677,0.00001001223,0.0003793736,0.0001172129,0.0002434363,0.001756212,0.004157247,0.191792,0.7995725],"study_design_scores_gemma":[0.00002217305,0.00005175788,0.00107122,0.0002200208,0.000007246648,0.0004905629,0.00008414524,0.0001838553,0.0005509495,0.0007973366,0.9965099,0.00001082545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001145275,0.0007126094,0.0009700073,0.0005614606,0.000559726,0.00005654469,0.0006002192,0.0005712195,0.9948229],"genre_scores_gemma":[0.003834188,0.000403214,0.0008161861,0.0004184817,0.0001158801,0.00003640934,0.0005558024,0.0001419273,0.993678],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04761827,"threshold_uncertainty_score":0.06792158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006395791381745796,"score_gpt":0.2070036625486869,"score_spread":0.2006078711669411,"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."}}