{"id":"W4406563387","doi":"10.1016/j.abdp.2023.02.010","title":"10.1016/j.abdp.2023.02.010","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Physics; Humanities; Philosophy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009461179,0.0001884567,0.0003030361,0.00009572833,0.00007289146,0.00002156061,0.0001725995,0.00008275449,0.9992438],"category_scores_gemma":[0.0001199753,0.0001764201,0.000127475,0.0002495938,0.00005655706,0.00005229958,0.00005138229,0.0001457263,0.9980066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006583127,"about_ca_system_score_gemma":0.0001043134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004697237,"about_ca_topic_score_gemma":1.105699e-7,"domain_scores_codex":[0.9987894,0.0000298403,0.0002379704,0.0002906006,0.0002898177,0.0003623992],"domain_scores_gemma":[0.9990011,0.00004970207,0.00003238301,0.0005781019,0.00006014062,0.0002785755],"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":[0.0003280582,0.0001833953,0.000002133673,0.00001987974,0.00004539226,0.0000748862,0.00001657484,0.00001447864,0.0001320438,5.144826e-7,0.6295215,0.3696611],"study_design_scores_gemma":[0.0006950266,0.0003026831,0.00161915,0.00007795011,0.000110579,0.00006368264,0.000001991413,0.00007986301,0.0001455634,0.000006577522,0.9967027,0.0001942874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004019098,0.0004837268,3.772865e-7,0.0008970189,0.000002224121,0.000384775,0.00002144341,0.0003023988,0.9938889],"genre_scores_gemma":[0.001440544,7.216052e-7,0.000135072,0.0002427063,0.0001996936,0.00003434046,0.00005457413,0.00005383699,0.9978385],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3694668,"threshold_uncertainty_score":0.7194202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005014347669147002,"score_gpt":0.1898895735372931,"score_spread":0.1848752258681461,"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."}}