{"id":"W3194899684","doi":"10.1097/der.0000000000000786","title":"AllerGenie in a Bottle","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.0005158901,0.0005076883,0.0004376215,0.0007825296,0.003592544,0.002276094,0.00053313,0.003054526,0.01621083],"category_scores_gemma":[0.001525584,0.0002675803,0.001089366,0.0004901761,0.001142119,0.002296317,0.0014759,0.003446733,0.003413444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145296,"about_ca_system_score_gemma":0.0008360019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003501986,"about_ca_topic_score_gemma":0.005456692,"domain_scores_codex":[0.9992995,0.0001091432,0.00003623629,0.0001176955,0.0002580905,0.0001792835],"domain_scores_gemma":[0.9997097,0.00006649175,0.00002727258,0.00003577737,0.00005760647,0.0001031638],"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":[0.003270679,0.003322152,0.02431211,0.001145035,0.0002647938,0.1821428,0.01323996,0.000267849,0.07040986,0.0832391,0.3475722,0.2708135],"study_design_scores_gemma":[0.00007647836,0.0007992687,0.007532191,0.0002274815,0.00008857207,0.0686532,0.00668953,0.000310377,0.008338576,0.008662123,0.898532,0.00009020967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3630656,0.035427,0.002858551,0.1249896,0.03824708,0.0003475923,0.0007687836,0.0006949569,0.4336009],"genre_scores_gemma":[0.470739,0.009723232,0.003408384,0.04716684,0.005441048,0.00005722271,0.0003134678,0.0002595088,0.4628913],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01621083,"threshold_uncertainty_score":0.05423063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01366697859654109,"score_gpt":0.2514482318190957,"score_spread":0.2377812532225546,"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."}}