{"id":"W4392117772","doi":"10.15173/m.v1i33.1790","title":"MedBulletin","year":2018,"lang":"en","type":"article","venue":"The Meducator","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001211866,0.00005526642,0.0001064365,0.00003582333,0.0001064076,0.00000698394,0.0001103779,0.0000373471,0.004215484],"category_scores_gemma":[0.02121667,0.00002712236,0.0000306432,0.0001528991,0.0003265507,0.00001157686,0.00002751356,0.0002172542,0.003753487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006190169,"about_ca_system_score_gemma":0.003292846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006095003,"about_ca_topic_score_gemma":0.000004484207,"domain_scores_codex":[0.9987715,0.00005730522,0.0001068839,0.00009688347,0.0003937281,0.0005736885],"domain_scores_gemma":[0.9961817,0.0001928157,0.00001792689,0.0003413575,0.00009873829,0.003167432],"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":[0.0001417339,0.00009648802,0.0005985147,0.00004126113,0.0000144945,0.00001081761,0.001107253,1.217725e-9,0.001885475,0.0004822093,0.9517609,0.04386083],"study_design_scores_gemma":[0.0003761677,0.0003657529,0.006444146,0.00004416814,0.00001182027,0.00005560007,0.0002821871,0.000006708807,0.004623132,0.0001503983,0.9876073,0.00003262947],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5614068,0.0002742106,0.00003506811,0.3864964,0.0004771423,0.0003136934,0.00000102779,0.00004293083,0.05095278],"genre_scores_gemma":[0.9291938,0.00005879096,0.0002861555,0.05783935,0.002274568,0.00002133483,0.000001881369,0.00001180522,0.0103123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.367787,"threshold_uncertainty_score":0.9970222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1691960621842751,"score_gpt":0.4733295647437087,"score_spread":0.3041335025594336,"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."}}