{"id":"W3092772469","doi":"","title":"Medical Scope：炎症性腸疾患に伴う脊椎関節炎","year":2019,"lang":"ja","type":"article","venue":"Pharma Medica","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Business; Computer science; Medicine","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":[0.0007329417,0.0003827258,0.0005278541,0.0001803472,0.00008695076,0.00002289464,0.0009200243,0.0007262977,0.07257982],"category_scores_gemma":[0.0002155902,0.0003673335,0.0001409643,0.0003365767,0.0003346652,0.0002265646,0.0001784954,0.001587434,0.01153879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006412788,"about_ca_system_score_gemma":0.000236177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004808924,"about_ca_topic_score_gemma":0.00001512339,"domain_scores_codex":[0.9972007,0.00008641477,0.0005451454,0.00047022,0.0009205838,0.0007769456],"domain_scores_gemma":[0.9985893,0.000208175,0.00004987447,0.000613354,0.00003871244,0.0005006249],"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":[0.0003474744,0.0009436284,0.009365276,0.005679734,0.002855645,0.003335571,0.005540707,0.0008200559,0.01060739,0.1109344,0.6275051,0.2220651],"study_design_scores_gemma":[0.008632987,0.0006251421,0.002638533,0.002252589,0.0003921633,0.0006382018,0.002273436,0.09681352,0.008031699,0.007337194,0.867931,0.002433531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.288765,0.05028679,0.0003127582,0.007273973,0.008800964,0.0006326573,0.00004496476,0.001478224,0.6424047],"genre_scores_gemma":[0.9861413,0.01007026,0.0001870154,0.0007248892,0.0006147813,0.00002312958,0.00002552553,0.00006003127,0.002153055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6973764,"threshold_uncertainty_score":0.9998779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123130734711566,"score_gpt":0.2623126927252281,"score_spread":0.2499996192540715,"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."}}