{"id":"W4403908200","doi":"10.1007/978-3-031-65092-5_4","title":"Parasitology Cases","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Parasitology; Zoology; Biology","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":[0.000007824586,0.0001348886,0.0002633778,0.00007071534,0.0000188238,0.00001084221,0.00002686777,0.0001888926,0.0145195],"category_scores_gemma":[0.00002154629,0.00009042718,0.0001741453,0.000009690601,0.00007370442,0.00001186058,0.00002479388,0.0001734983,0.009704886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001572128,"about_ca_system_score_gemma":0.00005585088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004752699,"about_ca_topic_score_gemma":0.000004104948,"domain_scores_codex":[0.9994687,0.000001393258,0.000161694,0.0001846568,0.00008711845,0.00009647631],"domain_scores_gemma":[0.9995959,0.00006239731,0.00002277965,0.0001584086,0.00003984067,0.0001207112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001066959,0.00001324176,0.00006183515,0.0001101813,0.00008301077,0.004115572,0.000002339898,6.05765e-8,8.761299e-7,0.8918625,0.1023199,0.001419876],"study_design_scores_gemma":[0.00009020205,0.0001124734,0.0003504043,0.0001191329,0.0003903646,0.001884064,0.000004876164,0.00001309513,0.000002016871,0.07901002,0.9179158,0.0001075007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006706128,0.001850616,0.00001782573,0.002145363,0.0002000242,0.0001501524,0.00005803943,0.000167253,0.9953437],"genre_scores_gemma":[0.009648909,0.0003952101,0.00009906443,0.002210732,0.0001146518,0.000007331465,0.0001819504,0.00002349881,0.9873186],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.815596,"threshold_uncertainty_score":0.9910662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04370271785912602,"score_gpt":0.348335690273756,"score_spread":0.3046329724146299,"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."}}