{"id":"W2910658861","doi":"10.1093/icb/icz001","title":"The Pronephros; a Fresh Perspective","year":2019,"lang":"en","type":"review","venue":"Integrative and Comparative Biology","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Universiteit van Amsterdam; Amsterdam University Medical Centers; Louisiana State University","keywords":"Pronephros; Perspective (graphical); Biology; Geology; Computer science; Genetics; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.00008133436,0.0004858526,0.002015817,0.0000692672,0.0001965284,0.00003177312,0.0001399058,0.0003087273,0.00007516546],"category_scores_gemma":[0.00007580022,0.0001873397,0.00037468,0.0001644191,0.0007407258,0.00002363934,0.00009251283,0.0005954651,0.0002506555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000121076,"about_ca_system_score_gemma":0.0002231688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006119072,"about_ca_topic_score_gemma":0.00007967631,"domain_scores_codex":[0.998449,0.0003950912,0.0003286514,0.0004642479,0.00007103656,0.0002919441],"domain_scores_gemma":[0.9985121,0.0007116739,0.0002220578,0.0002625979,0.0002083749,0.00008314607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003874189,0.0005191994,0.000308104,0.0007568913,0.004776316,0.00002590928,0.001972906,1.169117e-8,0.000003181343,0.3076193,0.006337241,0.6772935],"study_design_scores_gemma":[0.0004574667,0.002091621,0.00010418,0.0007953818,0.0008546868,0.00005162147,0.002254209,0.000002428424,0.000001179649,0.002975365,0.9902228,0.000189115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000740699,0.9703587,0.00003356969,0.0002187192,0.0001274308,0.001753863,0.00008065341,0.00002410194,0.02732895],"genre_scores_gemma":[0.001452839,0.9940926,0.00003823924,0.0001462053,0.00007529929,0.0003837761,0.0001147267,0.00001229254,0.003684064],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9838855,"threshold_uncertainty_score":0.7639492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2146222711291154,"score_gpt":0.4523366880284044,"score_spread":0.237714416899289,"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."}}