{"id":"W3191319575","doi":"","title":"間質性肺炎診療の今・未来 III 間質性肺疾患研究の最前線 iPS細胞を用いた間質性肺炎研究","year":2020,"lang":"ja","type":"article","venue":"Pharma Medica","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003203051,0.0005773882,0.0007022471,0.0001387821,0.0002143736,0.00004199664,0.0009493016,0.0005498166,0.01037077],"category_scores_gemma":[0.0002244599,0.0006028262,0.0002246219,0.0006119435,0.0004416107,0.0003231766,0.000208494,0.001711014,0.002475719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006574534,"about_ca_system_score_gemma":0.0001316756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005027094,"about_ca_topic_score_gemma":0.000009145123,"domain_scores_codex":[0.9970302,0.00009628953,0.0007255868,0.0006679812,0.0005301798,0.000949791],"domain_scores_gemma":[0.9984285,0.0001573385,0.00008569818,0.0005030574,0.00005653745,0.0007688236],"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":[0.0005391902,0.0004091453,0.0008200697,0.003032747,0.002471882,0.002847773,0.02493703,0.002349358,0.02548009,0.0410602,0.8080387,0.08801386],"study_design_scores_gemma":[0.006851168,0.0006394456,0.0005478556,0.0003830456,0.0007004899,0.000146965,0.005542405,0.141875,0.01427989,0.004448756,0.8223752,0.002209726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.166338,0.09610473,0.006433858,0.09153576,0.009003409,0.001744819,0.0003887694,0.007691955,0.6207587],"genre_scores_gemma":[0.989257,0.005377231,0.0004726883,0.002831312,0.001427622,0.00004220764,0.00004908552,0.00009071678,0.000452078],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8229191,"threshold_uncertainty_score":0.9996423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0225185346114195,"score_gpt":0.2537313303011631,"score_spread":0.2312127956897436,"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."}}