{"id":"W4392108175","doi":"10.15173/m.v1i30.1887","title":"Contributors","year":2018,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002523827,0.0008000325,0.0006956702,0.003381542,0.002524308,0.004279771,0.001418897,0.001552917,0.7434834],"category_scores_gemma":[0.02247851,0.0003557703,0.0003625121,0.001232655,0.0006568356,0.001762576,0.00350057,0.001692583,0.5493812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001882449,"about_ca_system_score_gemma":0.004582787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002786604,"about_ca_topic_score_gemma":0.006327432,"domain_scores_codex":[0.9979839,0.0004343908,0.00008192063,0.0003334366,0.0008858978,0.0002804504],"domain_scores_gemma":[0.9887226,0.001245751,0.0003634498,0.001008716,0.005701929,0.002957501],"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":[0.00004911777,0.00002145189,0.0004251523,0.00007806768,0.000001786108,0.000064844,0.000130289,0.00001550101,0.00009839968,0.003717041,0.942473,0.05292537],"study_design_scores_gemma":[0.000004838861,0.000003730786,0.0001870642,0.00007463202,0.000001831879,0.00008202941,0.0001431456,0.00002521086,0.00006558724,0.0004586795,0.9989499,0.000003311528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002923823,0.002752874,0.004319702,0.02869405,0.03039582,0.0008485391,0.01287382,0.004451538,0.9127399],"genre_scores_gemma":[0.004309499,0.0004943826,0.001461702,0.002756301,0.001384872,0.000297216,0.00259444,0.0007210141,0.9859806],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2565166,"threshold_uncertainty_score":0.3658898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396383585231868,"score_gpt":0.2962193611797631,"score_spread":0.2822555253274444,"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."}}