{"id":"W317803269","doi":"10.1007/978-81-322-1792-3_8","title":"Physiologic Specialization (Pathogenic Variability)","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Biology","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":[0.0001771664,0.0002731856,0.0006053264,0.00011276,0.0000392357,0.00001233211,0.00008824789,0.000408616,0.01126708],"category_scores_gemma":[0.00007477483,0.0002069823,0.0002496387,0.00002612788,0.00009329499,0.00001571479,0.00004514653,0.0001970472,0.0007316756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004896516,"about_ca_system_score_gemma":0.00007793686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003793941,"about_ca_topic_score_gemma":0.000003963902,"domain_scores_codex":[0.9988495,0.00001775269,0.0003223775,0.0004246959,0.0002245767,0.0001611044],"domain_scores_gemma":[0.9991052,0.00004988765,0.0001165863,0.0005326368,0.0001030921,0.00009259903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002835942,0.0000461603,0.00009623099,0.0001849558,0.00009528449,0.00001748946,0.00001446281,0.000001081101,0.0002987981,0.9715069,0.009752688,0.01795762],"study_design_scores_gemma":[0.000546126,0.0004079643,0.001013322,0.0001512884,0.0002429701,0.00003872654,0.00000239443,0.00005507179,0.00001200621,0.1626241,0.8345688,0.0003372411],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002049757,0.0001926777,0.00178498,0.000315348,0.0002476796,0.0004137926,0.000007812502,0.0001221824,0.9967105],"genre_scores_gemma":[0.01399923,0.0004150764,0.0003839454,0.000998507,0.0006153336,0.000006173489,0.0002736857,0.00005435221,0.9832537],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8248161,"threshold_uncertainty_score":0.9896368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02055384292841429,"score_gpt":0.2372932575420074,"score_spread":0.2167394146135932,"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."}}