{"id":"W4236933389","doi":"10.15173/m.v1i37.2499","title":"Pathoprofile","year":2020,"lang":"en","type":"article","venue":"The Meducator","topic":"Genital Health and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peer review; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00004490835,0.00004311215,0.00006843786,0.00000687148,0.00004300445,0.000003532234,0.00005075847,0.00001418773,0.0008633232],"category_scores_gemma":[0.0001513373,0.00002440717,0.00003695792,0.00008699825,0.00002426021,0.00001045917,0.00001391925,0.00007595182,0.001524881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008937272,"about_ca_system_score_gemma":0.0002542003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000895596,"about_ca_topic_score_gemma":2.102512e-7,"domain_scores_codex":[0.9996185,0.00001444605,0.00006741516,0.00007840885,0.00009431621,0.0001268543],"domain_scores_gemma":[0.9993327,0.00001903649,0.00001278313,0.0001374581,0.00001777025,0.0004802882],"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":[0.001751118,0.0006750534,0.06262468,0.001454963,0.00003381029,0.0001590783,0.0159294,7.9542e-7,0.01164655,0.002641275,0.8616297,0.04145363],"study_design_scores_gemma":[0.003657132,0.001325889,0.3310829,0.00004216048,0.0004014864,0.0001389653,0.00879629,0.000342648,0.01377425,0.001380342,0.6386377,0.0004202213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9176028,0.0008873612,0.000004606924,0.06965643,0.0001545607,0.0002240325,0.000006869732,0.00004691919,0.01141645],"genre_scores_gemma":[0.9688956,0.000002254384,0.0001330125,0.02947204,0.000503473,0.00001910669,0.000006676027,0.000007285962,0.0009605678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2684582,"threshold_uncertainty_score":0.9992526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04966855624666387,"score_gpt":0.3002470473894588,"score_spread":0.2505784911427949,"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."}}