{"id":"W2542520751","doi":"10.3747/co.23.3122","title":"Do Acronyms Belong in the Medical Literature? A Countercurrents Seriesa","year":2016,"lang":"en","type":"article","venue":"Current Oncology","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Information retrieval; Computer science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01647451,0.000967438,0.001284224,0.02197094,0.002008688,0.008054308,0.001960789,0.00162614,0.05289573],"category_scores_gemma":[0.1427837,0.0005888068,0.002411099,0.03313132,0.003705691,0.0130679,0.00427736,0.003416855,0.005735456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001968924,"about_ca_system_score_gemma":0.003917643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007255311,"about_ca_topic_score_gemma":0.007730855,"domain_scores_codex":[0.9832557,0.004752288,0.003647436,0.002685724,0.004795187,0.0008635885],"domain_scores_gemma":[0.8393974,0.09167984,0.03553592,0.01192365,0.01829476,0.003168401],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002114473,0.0003309045,0.3260024,0.00904161,0.004404779,0.001218001,0.009061053,0.0002792425,0.001571236,0.06489928,0.2789249,0.3021521],"study_design_scores_gemma":[0.0003297441,0.0003081387,0.3532327,0.01236344,0.004375926,0.004544619,0.0135478,0.001048514,0.001329992,0.04752017,0.5611947,0.0002043043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.1519034,0.3273814,0.02067869,0.2501153,0.05315671,0.0004849911,0.0269281,0.0005373612,0.1688141],"genre_scores_gemma":[0.749664,0.1112297,0.01124058,0.03962504,0.04590361,0.000614523,0.01612836,0.0007308039,0.0248634],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9835255,"threshold_uncertainty_score":0.1769539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1091394936676579,"score_gpt":0.4333648676007394,"score_spread":0.3242253739330815,"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."}}