{"id":"W4372349740","doi":"10.1111/aji.13696","title":"Poster Presentations","year":2023,"lang":"en","type":"article","venue":"American Journal of Reproductive Immunology","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Institute of Infection and Immunity; University of Cape Town; University of Melbourne; Swinburne University of Technology; Monash University; Burnet Institute","keywords":"Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"category_scores_codex":[0.0008515221,0.0001856218,0.0005781521,0.0005288634,0.0001508939,0.00001161106,0.0004030535,0.0000795134,0.000199276],"category_scores_gemma":[0.0006849054,0.0001506517,0.0002036242,0.0009685552,0.0011122,0.0002401288,0.0001167413,0.000430382,0.001308169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003584938,"about_ca_system_score_gemma":0.0001189789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006367962,"about_ca_topic_score_gemma":0.000001320139,"domain_scores_codex":[0.9976908,0.0007596505,0.0006307027,0.0004419902,0.00006769743,0.0004091391],"domain_scores_gemma":[0.997591,0.0002382257,0.0008460471,0.0006814857,0.0006199776,0.00002329652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007334069,0.000219812,0.07747868,0.00001611381,0.002569471,0.0001144046,0.006445982,0.0000404048,0.8021622,0.001440765,0.02551076,0.08326804],"study_design_scores_gemma":[0.001912652,0.003546783,0.6692168,0.00008791718,0.0001659859,0.006439918,0.00998987,1.395591e-7,0.1995023,0.002182002,0.1064856,0.000470126],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779804,0.0103044,0.0001550884,0.004264932,0.004118044,0.0002455278,0.00001226001,0.00009836422,0.002820958],"genre_scores_gemma":[0.9938884,0.0002673871,0.0000886622,0.00005224591,0.0002719751,0.00001349746,0.00001646001,0.00002624355,0.005375064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6026598,"threshold_uncertainty_score":0.9994694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446026225447234,"score_gpt":0.2782649509597008,"score_spread":0.2638046887052284,"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."}}