{"id":"W4312250601","doi":"10.33548/scientia843","title":"Deciphering Novel Cytokine Secretion Mechanisms","year":2022,"lang":"en","type":"article","venue":"","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Secretion; Cytokine; Biology; Immunology; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001441711,0.0005654635,0.000878253,0.0006388004,0.000428195,0.003266567,0.000863238,0.001028479,0.002878277],"category_scores_gemma":[0.0008137468,0.0002822807,0.0006135947,0.0003456846,0.001388045,0.004356994,0.00102767,0.002944176,0.001118399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007202891,"about_ca_system_score_gemma":0.001149266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004038375,"about_ca_topic_score_gemma":0.0006156446,"domain_scores_codex":[0.9995641,0.00006173029,0.00003970557,0.0001028278,0.0001132436,0.0001184872],"domain_scores_gemma":[0.9995055,0.0001072601,0.00008290719,0.00005053705,0.000156675,0.00009705273],"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":[0.001167453,0.000312761,0.007815804,0.002718192,0.0001053208,0.001978065,0.001483098,0.00126232,0.7480225,0.06276477,0.007288397,0.1650814],"study_design_scores_gemma":[0.0003050671,0.002160641,0.036841,0.002394998,0.0002909139,0.005973833,0.006281772,0.0136792,0.336677,0.1091417,0.4860278,0.00022609],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4217487,0.4156328,0.07639112,0.04031504,0.00604894,0.0004119801,0.001060222,0.0005372168,0.03785396],"genre_scores_gemma":[0.6552367,0.2627624,0.04774828,0.01263159,0.005003399,0.0003389583,0.001193697,0.0001081164,0.01497687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003266567,"threshold_uncertainty_score":0.009628773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06110912848969464,"score_gpt":0.3884810400152839,"score_spread":0.3273719115255893,"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."}}