{"id":"W4392117931","doi":"10.15173/m.v1i23.823","title":"MedBulletin","year":2013,"lang":"en","type":"article","venue":"The Meducator","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine","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":[0.0007243727,0.00005851655,0.0001146764,0.00003390222,0.00006654568,0.00001246968,0.0001064848,0.00003756369,0.01008873],"category_scores_gemma":[0.01665764,0.00002780087,0.00003498318,0.0001190267,0.0001180442,0.0000221721,0.00002487374,0.0002719599,0.007877383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006094023,"about_ca_system_score_gemma":0.002354939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002891125,"about_ca_topic_score_gemma":0.00000140656,"domain_scores_codex":[0.9987595,0.00005662366,0.0001166005,0.00008863779,0.0003876675,0.0005909444],"domain_scores_gemma":[0.9952525,0.0002695569,0.00001886061,0.0003353102,0.00008176913,0.004042018],"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":[0.00001902192,0.00008043182,0.0006435997,0.00004740967,0.0000105009,0.000005037908,0.0004320585,7.563178e-9,0.00179989,0.0002131706,0.9473287,0.04942019],"study_design_scores_gemma":[0.0004778173,0.000172263,0.02822189,0.00005160011,0.00001216064,0.00005835281,0.0005990706,0.00001689464,0.001695429,0.0003698682,0.9682761,0.00004855395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5328297,0.0003240632,0.00001152995,0.4441683,0.0001846113,0.0004946277,4.264097e-7,0.00003144868,0.02195529],"genre_scores_gemma":[0.9224449,0.0001003819,0.0002848669,0.06136597,0.0006162956,0.000121482,0.000002693669,0.00001289535,0.01505055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3896151,"threshold_uncertainty_score":0.9928951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1204798022447387,"score_gpt":0.4222190830396578,"score_spread":0.3017392807949191,"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."}}