{"id":"W4414110359","doi":"10.1007/s00604-025-07507-0","title":"Evaluation of the efficiency of cyclodextrin polymers as sustainable sampling material for catching palytoxin-like compounds in seawater","year":2025,"lang":"en","type":"article","venue":"Microchimica Acta","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"Università degli Studi di Napoli Federico II","keywords":"Palytoxin; Polymer; Seawater; Cyclodextrin; Human health; Extraction (chemistry)","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":[0.0003669633,0.0004704058,0.0002203804,0.0003545978,0.0001504266,0.0004497024,0.0002161321,0.0004571442,0.000485799],"category_scores_gemma":[0.0005355487,0.0002081774,0.0002898026,0.0002985997,0.0002313906,0.0004274026,0.0003394922,0.0003951111,0.0002437875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001915761,"about_ca_system_score_gemma":0.0001760433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004193442,"about_ca_topic_score_gemma":0.0008249088,"domain_scores_codex":[0.9996525,0.00006327678,0.0000278573,0.00009196012,0.0001210535,0.00004330363],"domain_scores_gemma":[0.9997544,0.00006771769,0.0000679955,0.00001831111,0.00006364892,0.00002795596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001126,0.00004249108,0.0005923745,0.0001088155,0.00001309901,0.00004426252,0.00001968875,0.0002573888,0.9949823,0.00002959289,0.00001805756,0.003779515],"study_design_scores_gemma":[0.00000608449,0.0006495093,0.00301431,0.00001478958,0.00002508418,0.00006538306,0.00004254119,0.0009208329,0.9942953,0.00001469032,0.0009417358,0.000009733426],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957191,0.0009092485,0.002233018,0.00004310108,0.00001851126,0.00004106299,0.0001487388,0.00002581387,0.0008613191],"genre_scores_gemma":[0.9886774,0.002045732,0.007093277,0.00006439492,0.00001115267,0.00006969979,0.0001987186,0.00001835148,0.001821122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000485799,"threshold_uncertainty_score":0.001940668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654883718164114,"score_gpt":0.3022450414534038,"score_spread":0.2856962042717626,"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."}}