{"id":"W4320084684","doi":"10.15761/gimci.1000211","title":"Interferon","year":2022,"lang":"en","type":"article","venue":"General Internal Medicine and Clinical Innovations","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Computer science","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":[],"category_scores_codex":[0.0005787936,0.0001028965,0.0003155594,0.0001575005,0.0001478204,0.000007979173,0.00009712917,0.00004323476,0.002390784],"category_scores_gemma":[0.0002832266,0.00007860159,0.00006997275,0.0003372566,0.0002346126,0.00003746615,0.0001616003,0.0005740428,0.0000105194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002828214,"about_ca_system_score_gemma":0.00004453992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001403012,"about_ca_topic_score_gemma":0.000008488786,"domain_scores_codex":[0.9986606,0.00006547688,0.0006454494,0.000241932,0.0002379764,0.0001485298],"domain_scores_gemma":[0.9993734,0.000121521,0.000100288,0.0001883594,0.0001038256,0.0001126379],"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":[0.0006539339,0.001161819,0.2210819,0.00005482476,0.0005376579,0.0002040047,0.0006784401,0.000005682518,0.002111569,0.07549711,0.5544582,0.1435549],"study_design_scores_gemma":[0.006299953,0.012404,0.1992829,0.0001749058,0.0002752125,0.001151487,0.002159013,0.001804225,0.00003174633,0.008812132,0.7672757,0.0003287073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.923797,0.0004301116,0.0005394042,0.04347925,0.0008955293,0.0001564328,0.00000780431,0.00004210825,0.0306524],"genre_scores_gemma":[0.952153,0.0001688221,0.0003906327,0.02102301,0.0006318978,0.00002998285,0.00006031998,0.00001380528,0.02552855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2128175,"threshold_uncertainty_score":0.9985211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007119823159614,"score_gpt":0.4181537165829908,"score_spread":0.3174417342670294,"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."}}