{"id":"W4392107898","doi":"10.15173/m.v1i25.857","title":"MedBulletin","year":2014,"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":"Peer review; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009137465,0.0009472512,0.000804658,0.002946075,0.001756417,0.005158921,0.0008116447,0.00289894,0.3787466],"category_scores_gemma":[0.006170643,0.0003919555,0.0004231909,0.002326422,0.0009031718,0.001478565,0.002298825,0.002979178,0.3002741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002086888,"about_ca_system_score_gemma":0.002868421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008576512,"about_ca_topic_score_gemma":0.01197148,"domain_scores_codex":[0.9991756,0.00008248595,0.00006819531,0.0001410733,0.0003447652,0.0001878676],"domain_scores_gemma":[0.9982203,0.000315889,0.0001860261,0.0002591671,0.0005156933,0.00050292],"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":[0.0001268047,0.0000434314,0.001054279,0.0002068275,0.000009756613,0.000119092,0.00004727144,0.00004374104,0.000419162,0.008367552,0.9292083,0.06035374],"study_design_scores_gemma":[0.00002040085,0.00001848309,0.004753466,0.00007308544,0.000004669879,0.00006392645,0.00003183562,0.00005658663,0.0001726505,0.001100588,0.9936977,0.000006594245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003145481,0.006240411,0.0002865607,0.02795696,0.009712375,0.0001142494,0.01804515,0.001099129,0.9333996],"genre_scores_gemma":[0.01271462,0.002523007,0.0002108764,0.003348965,0.003661065,0.00008758178,0.005355031,0.0002212091,0.9718777],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6212534,"threshold_uncertainty_score":0.8861426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1110008256378889,"score_gpt":0.4303533825124632,"score_spread":0.3193525568745743,"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."}}