{"id":"W2807524915","doi":"10.1007/978-3-319-72134-7_17","title":"Research Study 2","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"T-cell and Retrovirus Studies","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Alopecia areata; Dermatology; Medicine; Etiology; Hair loss; Hair growth; Disease; Internal medicine; Physiology","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":["insufficient_payload"],"category_scores_codex":[0.0005061884,0.0002442142,0.0003957322,0.0002334408,0.0004630503,0.00001225574,0.000310258,0.0005637631,0.03871825],"category_scores_gemma":[0.00001990838,0.0001649734,0.0001047161,0.00002432654,0.0008540138,0.00001514386,0.0005105771,0.0009236832,0.06537659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004120146,"about_ca_system_score_gemma":0.00005454009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00012776,"about_ca_topic_score_gemma":0.0003680908,"domain_scores_codex":[0.9987555,0.00008653848,0.0002394368,0.0004518328,0.000072464,0.0003942742],"domain_scores_gemma":[0.9990512,0.0001513509,0.00005528572,0.0004631367,0.0002640198,0.0000149679],"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":[0.0001080367,0.0002019889,0.0001497354,0.00001743799,0.001393208,0.00003211714,0.001294203,8.017494e-9,0.002446493,0.03999717,0.9512385,0.003121067],"study_design_scores_gemma":[0.0004454319,0.001095024,0.00007791328,0.00002481594,0.00005246118,0.000009375388,0.0009939221,5.395023e-9,0.0004978586,0.003888167,0.9927047,0.0002102715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001235451,0.004946714,0.000001151109,0.00007572135,0.001155462,0.0004541474,0.00001788955,0.00009308933,0.9920204],"genre_scores_gemma":[0.03935906,0.0002855273,0.000005141102,0.00004384961,0.0002121903,0.0000137243,0.00002515934,0.00003503608,0.9600203],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04146621,"threshold_uncertainty_score":0.9621605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07121981217854711,"score_gpt":0.3257113296413373,"score_spread":0.2544915174627902,"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."}}