{"id":"W2999840530","doi":"10.29173/hsi205","title":"Interview with Dr. Ruby Nadler","year":2019,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Mitacs","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00284565,0.0001097768,0.0002881505,0.0001667648,0.0001902649,0.00001873248,0.0002674462,0.00004462393,0.001116405],"category_scores_gemma":[0.0002736461,0.00007736953,0.00002867798,0.0006825422,0.001260142,0.0004268216,0.00006329583,0.0004279634,0.002293253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004281919,"about_ca_system_score_gemma":0.002548742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005070501,"about_ca_topic_score_gemma":0.000007513692,"domain_scores_codex":[0.9976434,0.00005083113,0.000280327,0.0004329886,0.001070585,0.0005218423],"domain_scores_gemma":[0.9983699,0.00007303563,0.0001510674,0.0005382873,0.0001376537,0.0007300199],"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":[0.0006065625,0.001024808,0.03372957,0.003765692,0.00003838288,0.0002655699,0.01727969,0.00001130478,0.003084412,0.002234772,0.5159997,0.4219595],"study_design_scores_gemma":[0.0009675501,0.001480127,0.03704682,0.0007712621,0.00001090685,0.0003779764,0.001088427,0.0001986291,0.00006988118,0.00002069066,0.9578298,0.0001379388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7879739,0.002031342,0.001108771,0.1600688,0.004351561,0.001407744,0.000001020462,0.0002200611,0.04283686],"genre_scores_gemma":[0.9129952,0.0001020881,0.00314916,0.07688821,0.0003488615,0.00001523287,0.000002383025,0.00002197901,0.006476858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4418301,"threshold_uncertainty_score":0.9997967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1369281931110161,"score_gpt":0.4256665080899307,"score_spread":0.2887383149789146,"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."}}