{"id":"W4229370447","doi":"10.1242/dmm.049578","title":"First person – Karla G. Espinosa and Salma Geissah","year":2022,"lang":"en","type":"article","venue":"Disease Models & Mechanisms","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Gender studies; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001861587,0.0002015657,0.0003251189,0.0001014558,0.000586077,0.00002278301,0.00007712188,0.00003060653,0.0001631185],"category_scores_gemma":[0.00002433929,0.0001975779,0.0001851274,0.0001398375,0.00004644908,0.00008872538,0.0002316253,0.0001748587,0.000008949801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008523549,"about_ca_system_score_gemma":0.00007442344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004160169,"about_ca_topic_score_gemma":0.000002559405,"domain_scores_codex":[0.9986139,0.00004674261,0.0001387527,0.0004295665,0.0004665275,0.0003044938],"domain_scores_gemma":[0.9992014,0.00002749182,0.00004246747,0.0003273344,0.0000499262,0.0003513528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01178044,0.00383541,0.00501023,0.003018326,0.002560843,0.01215565,0.03755957,0.01672204,0.02284768,0.7982864,0.04537819,0.04084517],"study_design_scores_gemma":[0.02759747,0.004989174,0.05981512,0.0008222657,0.009427708,0.001911587,0.04627387,0.3914614,0.00281715,0.3231333,0.1267135,0.005037456],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9193738,0.01652486,0.04813003,0.007870665,0.000962689,0.001547539,0.0005470469,0.0004765457,0.004566836],"genre_scores_gemma":[0.9962759,0.0001961051,0.0007337999,0.001404907,0.0001158574,0.0002820874,0.00005472997,0.00003671416,0.0008998889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4751532,"threshold_uncertainty_score":0.8056991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02741422921699544,"score_gpt":0.2307451144867604,"score_spread":0.203330885269765,"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."}}