{"id":"W4300688364","doi":"10.11323/jjmp.42.3_143","title":"[Neutrons in Clinical Practice: BNCT].","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Boron Compounds in Chemistry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Neutron capture; Neutron; Medical physics; Neutron source; Neutron temperature; Boron; Radiochemistry; Nuclear engineering; Materials science; Medicine; Nuclear physics; Physics; Chemistry; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00143305,0.00007585996,0.00019542,0.00004208694,0.00005428528,0.000008745099,0.0001240658,0.00005327032,0.0002576913],"category_scores_gemma":[0.001450534,0.00008030469,0.00007610804,0.0002046983,0.00005518691,0.00005393974,0.0002076092,0.0008173047,0.00001431528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002507404,"about_ca_system_score_gemma":0.0001103504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001466557,"about_ca_topic_score_gemma":0.000003183737,"domain_scores_codex":[0.9986339,0.0001111305,0.000364903,0.0002577597,0.0003278067,0.0003045587],"domain_scores_gemma":[0.9989246,0.0004315209,0.00008925737,0.0003777702,0.00002962014,0.000147285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001749668,0.004151915,0.4422257,0.0001094536,0.0002239012,0.001840665,0.0002315824,0.00003502294,0.0001855833,0.001030633,0.125671,0.4225449],"study_design_scores_gemma":[0.001730143,0.0000471041,0.5030196,0.000002491307,0.00004381719,0.0002931743,0.0002449928,0.00002191325,0.0001378511,0.0001249204,0.4942468,0.00008722158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7530221,0.0005200683,0.000008218281,0.02701953,0.001152051,0.0009182864,0.00001029923,0.0001268722,0.2172226],"genre_scores_gemma":[0.9903733,0.00001572002,0.0007209096,0.002825357,0.0003350527,0.001833373,0.00001298713,0.0000187372,0.003864559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4224577,"threshold_uncertainty_score":0.3550828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06526583162400737,"score_gpt":0.3665950827953692,"score_spread":0.3013292511713619,"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."}}