{"id":"W4392108489","doi":"10.15173/m.v1i28.2611","title":"MedBulletins","year":2021,"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":[0.0009548836,0.0009242649,0.0008079142,0.002847733,0.001576322,0.003904705,0.0006341898,0.002084136,0.3462128],"category_scores_gemma":[0.008762738,0.0003675795,0.0003889179,0.002156911,0.000663072,0.00127365,0.002229988,0.002589829,0.3294048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001448403,"about_ca_system_score_gemma":0.003945497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009109767,"about_ca_topic_score_gemma":0.01166565,"domain_scores_codex":[0.9991754,0.0001013577,0.00007189572,0.0001026403,0.0003013903,0.0002472824],"domain_scores_gemma":[0.9969184,0.0004554183,0.0002848038,0.0002703849,0.0008865603,0.001184412],"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":[0.00006387233,0.00003720364,0.001196794,0.0001791175,0.000005960558,0.00009320289,0.00005506974,0.00001775466,0.0001599531,0.003525561,0.945281,0.0493844],"study_design_scores_gemma":[0.00001355087,0.00001533877,0.003878503,0.0001126691,0.000004069294,0.00007278233,0.00004653465,0.00002427833,0.00006805047,0.0004661671,0.995294,0.000004007459],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002947094,0.01144517,0.0002001342,0.03886964,0.0125725,0.0001333765,0.01221889,0.0008625564,0.9207506],"genre_scores_gemma":[0.01472124,0.007840537,0.0002978543,0.0051956,0.006117057,0.000163857,0.005739876,0.0002527805,0.9596712],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6537871,"threshold_uncertainty_score":0.932548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01648398389131089,"score_gpt":0.267262963493247,"score_spread":0.2507789796019361,"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."}}