{"id":"W4403835891","doi":"10.7759/cureus.72538","title":"Coral Crisis: Palytoxin-Induced Keratoconjunctivitis in Marine Experts","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Palytoxin; Medicine; Coral; Marine toxin; Oceanography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003136102,0.0005549248,0.0002572371,0.0007315641,0.001244964,0.0007418282,0.0003508469,0.001624494,0.001790296],"category_scores_gemma":[0.001516448,0.0002834761,0.0003378723,0.0003068466,0.0007443783,0.0005584719,0.0008971671,0.0009535463,0.0003342856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000667076,"about_ca_system_score_gemma":0.0004096678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002957301,"about_ca_topic_score_gemma":0.004788959,"domain_scores_codex":[0.9996098,0.00007975048,0.00003591028,0.00006450752,0.00009594522,0.0001141488],"domain_scores_gemma":[0.9996118,0.00008564755,0.0001412436,0.00003111875,0.00003639282,0.00009392049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002130167,0.0002182403,0.233163,0.0002415286,0.00003549463,0.735635,0.005399257,0.0001166944,0.007009135,0.0003022117,0.001561562,0.01610486],"study_design_scores_gemma":[0.00001409647,0.0003395853,0.08672857,0.0001133072,0.00004138206,0.8996065,0.005465773,0.0003800028,0.002611173,0.0001714963,0.004504853,0.00002318786],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894706,0.001752146,0.0009628615,0.001364566,0.00008891609,0.00005180794,0.00003628295,0.00004320079,0.00622955],"genre_scores_gemma":[0.9969739,0.0007220593,0.0004132723,0.0004700589,0.00005003431,0.000008235706,0.00002325889,0.00000508512,0.001334078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002957301,"threshold_uncertainty_score":0.005989075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01969635731585101,"score_gpt":0.291535523467895,"score_spread":0.271839166152044,"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."}}