{"id":"W4403058977","doi":"10.58931/cait.2023.3253","title":"Targeted Therapies for Allergic Conjunctivitis","year":2023,"lang":"en","type":"article","venue":"Canadian allergy & immunology today.","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Allergic conjunctivitis; Dermatology; Medicine; Allergy; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001442641,0.0002245316,0.0003914707,0.0003970694,0.0002298655,0.00001908968,0.0001670184,0.0002916488,0.001094576],"category_scores_gemma":[0.00009236806,0.0002225488,0.0002012237,0.0003404007,0.000139741,0.00006896366,0.00002587307,0.0002212544,0.000787663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001807412,"about_ca_system_score_gemma":0.0007806748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01775577,"about_ca_topic_score_gemma":0.1153398,"domain_scores_codex":[0.9984584,0.00004918104,0.0002200067,0.0003556139,0.00009892606,0.0008178775],"domain_scores_gemma":[0.9989703,0.00009133468,0.00004953616,0.0004682617,0.0001295003,0.0002910544],"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":[0.002777054,0.0004519254,0.04070599,0.0002769272,0.02874798,0.005659334,0.01012889,0.000136747,0.2400475,0.1143483,0.343177,0.2135424],"study_design_scores_gemma":[0.001949538,0.0004067904,0.08846743,0.00003191759,0.0000388087,0.00002739942,0.0008051899,0.00009953917,0.001213761,0.0005922813,0.9061092,0.0002581883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541666,0.008250246,0.00006356218,0.02627794,0.001283096,0.000777891,0.0001010794,0.0003886471,0.008690962],"genre_scores_gemma":[0.971733,0.001213947,0.0001764077,0.004261055,0.0001454119,0.0001798558,0.0004548724,0.0000768577,0.02175858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5629321,"threshold_uncertainty_score":0.9999903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0140019711942019,"score_gpt":0.2360057005857673,"score_spread":0.2220037293915654,"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."}}