{"id":"W2904992200","doi":"10.2337/dbi18-0055","title":"A Call for Improved Reporting of Human Islet Characteristics in Research Articles","year":2018,"lang":"en","type":"article","venue":"Diabetes","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Université de Montréal; University of British Columbia; Centre Hospitalier de l’Université de Montréal","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Islet; Diabetes mellitus; Pancreas; Biology; Medicine; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":["metaresearch"],"category_scores_codex":[0.6327906,0.003126324,0.008752306,0.05388153,0.004614324,0.03993421,0.01577251,0.01701294,0.01782157],"category_scores_gemma":[0.8102813,0.004676506,0.005330319,0.04464457,0.01667186,0.05579496,0.02118558,0.02716259,0.02187901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01090534,"about_ca_system_score_gemma":0.03550379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004005208,"about_ca_topic_score_gemma":0.00372163,"domain_scores_codex":[0.3191007,0.309347,0.2613334,0.01836103,0.0858547,0.006003171],"domain_scores_gemma":[0.02847875,0.5130752,0.108516,0.1185494,0.2200912,0.01128953],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008440397,0.0004333769,0.007991355,0.02155579,0.0004331216,0.0008562164,0.002809332,0.0008305024,0.003406453,0.0190426,0.6268278,0.3149695],"study_design_scores_gemma":[0.0001552411,0.0002293135,0.005749146,0.01969465,0.0002600657,0.001378611,0.002051062,0.0005840576,0.001262802,0.01191299,0.9563791,0.0003430363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005716732,0.05575481,0.06475134,0.6532071,0.1664822,0.004739378,0.01247663,0.006748607,0.03012313],"genre_scores_gemma":[0.03692916,0.06214806,0.3902286,0.3074754,0.1521839,0.009222696,0.02063914,0.005037051,0.01613604],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3672094,"threshold_uncertainty_score":0.4528346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.138644891144365,"score_gpt":0.4071581236314517,"score_spread":0.2685132324870867,"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."}}