{"id":"W4392107892","doi":"10.15173/m.v1i5.629","title":"References","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0005597577,0.00006356698,0.00005974402,0.00002473971,0.00008469223,0.00001371256,0.0002583896,0.00001686508,0.001534838],"category_scores_gemma":[0.0001115342,0.00003315,0.00002385862,0.0001476413,0.00008252339,0.0001043184,0.00003436716,0.00008117144,0.04826115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003188459,"about_ca_system_score_gemma":0.00005191318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004583828,"about_ca_topic_score_gemma":0.000006269294,"domain_scores_codex":[0.9993513,0.00008796441,0.0000669497,0.00005895489,0.0001490652,0.0002857743],"domain_scores_gemma":[0.9994418,0.000078444,0.00003422955,0.0003211731,0.00001509505,0.0001092609],"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":[0.0000410612,0.0005360813,0.1368557,0.00001336836,0.00008607113,3.398486e-7,0.03645604,3.304129e-7,0.02988118,0.06738525,0.7207386,0.008005952],"study_design_scores_gemma":[0.0001032651,0.00001452872,0.2070239,0.00000820185,0.00004145855,0.00001715075,0.004343345,0.000001513947,0.01610667,0.001411021,0.7707596,0.0001693574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546527,0.000916774,9.0871e-7,0.001085545,0.0008810845,0.00007224996,0.000004682095,0.00008333397,0.04230278],"genre_scores_gemma":[0.9958296,0.000003066021,0.0001356124,0.0002087505,0.0007467872,0.00002403949,0.000001776214,0.00002264576,0.003027756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07016821,"threshold_uncertainty_score":0.9993779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06562239039562366,"score_gpt":0.3246665449042578,"score_spread":0.2590441545086341,"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."}}