{"id":"W3131969894","doi":"","title":"炎症性腸疾患の診断：臨床医が診断時に注意すべきポイントとは？診断に迷ったらどうする？新規modalityをどう使いこなす？","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":"Modality (human–computer interaction); Computer science; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.001202923,0.0003306303,0.0002783402,0.0007384042,0.001358724,0.002081583,0.0004194471,0.0006926086,0.01879145],"category_scores_gemma":[0.001612508,0.000216892,0.0003534467,0.0003876091,0.002229162,0.001435226,0.0007078032,0.001100373,0.005907954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053125,"about_ca_system_score_gemma":0.002251996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002127193,"about_ca_topic_score_gemma":0.002073141,"domain_scores_codex":[0.9992488,0.0001115897,0.00005074741,0.0001298558,0.0003837517,0.00007521376],"domain_scores_gemma":[0.9988396,0.0003284749,0.0001374661,0.0001147022,0.0004448421,0.0001350412],"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":[0.0004008616,0.0005563147,0.008400825,0.001054567,0.00009910388,0.0008121826,0.002956291,0.001850494,0.1675895,0.2881918,0.01820074,0.5098873],"study_design_scores_gemma":[0.00008433282,0.00122936,0.02179166,0.000417789,0.0002037067,0.003185808,0.00464993,0.003580462,0.3341689,0.09881231,0.5316889,0.0001869654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.150866,0.008859992,0.06565412,0.004960088,0.001043249,0.0004442994,0.0003979676,0.0004186948,0.7673556],"genre_scores_gemma":[0.7482492,0.008176165,0.04471216,0.001957053,0.000761231,0.0003386289,0.0002754489,0.0001287558,0.1954013],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01879145,"threshold_uncertainty_score":0.06286371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02652767384178095,"score_gpt":0.2635507923763476,"score_spread":0.2370231185345666,"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."}}