{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005312575,0.0006855315,0.0005928766,0.001592567,0.002047653,0.00331938,0.001401255,0.002043151,0.2311746],"category_scores_gemma":[0.009171533,0.0002643117,0.001010332,0.001453794,0.001067077,0.001473444,0.002467511,0.001943078,0.0918438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002543562,"about_ca_system_score_gemma":0.007417085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004715293,"about_ca_topic_score_gemma":0.006754471,"domain_scores_codex":[0.9965788,0.000841877,0.0001800644,0.0009483024,0.0009960108,0.0004548833],"domain_scores_gemma":[0.9949531,0.001003975,0.0002090629,0.0008384494,0.001540486,0.001454839],"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":[0.001969876,0.001291429,0.007158159,0.001318467,0.00007433411,0.00112388,0.002537634,0.0001026778,0.004863156,0.04184378,0.6307771,0.3069395],"study_design_scores_gemma":[0.0001325976,0.0003895391,0.003232691,0.0003383805,0.00003190751,0.0004876495,0.001323933,0.00002331266,0.001449872,0.003153988,0.9894225,0.00001360002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0311174,0.007692486,0.004182428,0.02837868,0.01502217,0.004134933,0.01161343,0.0006166725,0.8972418],"genre_scores_gemma":[0.0655688,0.005634203,0.005868377,0.01567698,0.002756378,0.003209724,0.009505768,0.0004235054,0.8913563],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7688254,"threshold_uncertainty_score":0.773356,"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."}}