{"id":"W2495020158","doi":"10.1097/hp.0000000000000541","title":"Response to Beyea","year":2016,"lang":"en","type":"letter","venue":"Health Physics","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adler","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001925373,0.0006577947,0.0009343325,0.0005356945,0.003387216,0.002298245,0.001412671,0.02877659,0.01611055],"category_scores_gemma":[0.01774743,0.0004550963,0.0008071816,0.0005161001,0.001775138,0.002429427,0.001315093,0.02508429,0.01079204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004057853,"about_ca_system_score_gemma":0.003152017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009498535,"about_ca_topic_score_gemma":0.01558199,"domain_scores_codex":[0.998472,0.0003635508,0.0001450863,0.0002086053,0.0005388964,0.0002717909],"domain_scores_gemma":[0.9970226,0.001069641,0.0001970314,0.00009634559,0.000897084,0.0007172338],"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":[0.00003921412,0.00001177094,0.0002555088,0.00002599175,0.000004104593,0.001363682,0.00008524975,0.00002723348,0.00006711654,0.0008207085,0.9941666,0.00313286],"study_design_scores_gemma":[0.00005883304,0.00005606291,0.0009402646,0.0002745134,0.00001501294,0.004423031,0.0005638008,0.0002456694,0.0001962385,0.003157051,0.990023,0.00004665774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003715826,0.0007862038,0.00006032477,0.9789923,0.01487974,0.00001423099,0.00008334763,0.00005348812,0.004758839],"genre_scores_gemma":[0.005041702,0.0007354367,0.0001379257,0.9657441,0.01070143,0.00003551418,0.00005570539,0.00003251024,0.0175157],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02877659,"threshold_uncertainty_score":0.05389512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03957094385994928,"score_gpt":0.3663247463781989,"score_spread":0.3267538025182496,"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."}}