{"id":"W4400008777","doi":"10.1111/all.16201","title":"Obituary: Professor Peter Valentin Tomazic, Graz, Austria","year":2024,"lang":"en","type":"article","venue":"Allergy","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ophthalmology; Classics; Library science; Art history; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001420909,0.000144157,0.0002378085,0.00008629458,0.00007144569,0.00002470936,0.00005343135,0.00006891516,0.0009155973],"category_scores_gemma":[0.00004970828,0.0001079085,0.0001567211,0.0002042712,0.00004849596,0.00007163225,0.00006325066,0.0001868065,0.0005947145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002611442,"about_ca_system_score_gemma":0.0000559842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001874386,"about_ca_topic_score_gemma":0.00001936073,"domain_scores_codex":[0.999041,0.00002643328,0.0001941346,0.0002664912,0.0001892519,0.0002826896],"domain_scores_gemma":[0.9995659,0.0001026373,0.00001985219,0.0001832215,0.0000375366,0.00009086261],"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":[0.0003051323,0.000304825,0.00476911,0.0004987444,0.001613614,0.001424904,0.0008037611,0.000001341863,0.007007198,0.01028538,0.9448487,0.02813726],"study_design_scores_gemma":[0.0003839978,0.0001424431,0.01415161,0.0002717908,0.0000606206,0.00004129619,0.00007272264,0.00003077671,0.002525397,0.0003660053,0.9818012,0.0001521981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8942574,0.01090359,0.00004538858,0.01545546,0.003788984,0.0005058441,0.00001894685,0.0007537555,0.07427063],"genre_scores_gemma":[0.9094007,0.0004404348,0.000100233,0.0006062999,0.0006577264,0.00004365977,0.00002865729,0.00002905002,0.08869325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03695241,"threshold_uncertainty_score":0.9999977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02441988740764418,"score_gpt":0.2939236614977612,"score_spread":0.269503774090117,"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."}}