{"id":"W4255700698","doi":"10.1002/mp.12540","title":"Issue Information","year":2018,"lang":"en","type":"paratext","venue":"Medical Physics","topic":"Diverse Approaches in Healthcare and Education Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Citation; Information retrieval; World Wide Web; Library science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001180288,0.001297003,0.001114232,0.003092944,0.001680137,0.007442499,0.001786179,0.002434184,0.9075041],"category_scores_gemma":[0.008077152,0.000535977,0.0007988273,0.003042363,0.0005214168,0.004904568,0.002147977,0.002300092,0.8516004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001404841,"about_ca_system_score_gemma":0.002267292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002285016,"about_ca_topic_score_gemma":0.004036417,"domain_scores_codex":[0.9990067,0.00009829557,0.00007668097,0.000135921,0.0005706068,0.0001118349],"domain_scores_gemma":[0.9947202,0.000658288,0.0002467385,0.0004800915,0.002439578,0.001455065],"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":[0.00001089721,0.00001015924,0.00002477793,0.00008857128,6.625216e-7,0.000007886739,0.000004651229,0.00001600514,0.0000421277,0.0005887902,0.9826077,0.01659771],"study_design_scores_gemma":[0.000008004036,0.000008512626,0.0001294997,0.00007300276,7.669829e-7,0.0000190763,0.00001567331,0.00002092781,0.00004210205,0.0004903824,0.9991894,0.000002550979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000224597,0.001196108,0.0008267486,0.004723713,0.01620817,0.0005139634,0.02389624,0.002378701,0.9500318],"genre_scores_gemma":[0.000917028,0.0009640103,0.0003848398,0.002221207,0.002948959,0.0001468882,0.01219077,0.0007190642,0.9795071],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09249586,"threshold_uncertainty_score":0.1319341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07216735057261674,"score_gpt":0.3785492326603382,"score_spread":0.3063818820877214,"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."}}