{"id":"W4392117779","doi":"10.15173/m.v1i32.1689","title":"Contributors","year":2018,"lang":"en","type":"article","venue":"The Meducator","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"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":[0.002466631,0.0009395847,0.0008372499,0.003656829,0.003079861,0.005720315,0.001710283,0.00184411,0.7844921],"category_scores_gemma":[0.02204681,0.0004046016,0.0005002903,0.001398076,0.0007264463,0.002697306,0.004666531,0.002021843,0.617317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002196606,"about_ca_system_score_gemma":0.00493142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002956179,"about_ca_topic_score_gemma":0.00759136,"domain_scores_codex":[0.9978435,0.0004280016,0.0001007311,0.0003938313,0.0009049031,0.0003290524],"domain_scores_gemma":[0.9848486,0.0014186,0.0004586811,0.001354784,0.008237533,0.003681823],"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":[0.00006472095,0.00002772819,0.0007035873,0.0001103357,0.000002761091,0.00007209004,0.0001608381,0.00001524535,0.0001113301,0.004352363,0.9470991,0.04727983],"study_design_scores_gemma":[0.000006614043,0.000006178315,0.0003387039,0.0001197908,0.000003025191,0.0001209137,0.0002685526,0.00003343707,0.00009622968,0.0005890455,0.9984124,0.000005100934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003154794,0.00245125,0.003133752,0.02761219,0.03565435,0.0006608379,0.01343723,0.005120651,0.908775],"genre_scores_gemma":[0.004190398,0.0003644709,0.001050966,0.002613937,0.0010216,0.000179048,0.002416962,0.0007618269,0.9874008],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2155079,"threshold_uncertainty_score":0.3073958,"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."}}