{"id":"W4307714625","doi":"10.1111/hex.13623","title":"Front Cover: Volume 25 Issue 5","year":2022,"lang":"en","type":"paratext","venue":"Health Expectations","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Canadian Patient Safety Institute","funders":"","keywords":"Front cover; Cover (algebra); Front (military); Volume (thermodynamics); Ecology; Data science; Geography; Psychology; Computer science; Engineering; Biology; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003661597,0.0003139896,0.0008208239,0.0003234652,0.0005418297,0.00003955229,0.0001628938,0.0001902907,0.3730084],"category_scores_gemma":[0.001618654,0.0003469455,0.0002340062,0.0003275819,0.00005198475,0.0001427731,0.0001128192,0.001192672,0.1212734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001195637,"about_ca_system_score_gemma":0.003808509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002287686,"about_ca_topic_score_gemma":0.0001435149,"domain_scores_codex":[0.9957283,0.0004006504,0.001946012,0.0006351241,0.0007808379,0.0005090912],"domain_scores_gemma":[0.996568,0.0008971397,0.001112136,0.0007031554,0.0002930328,0.0004264912],"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":[0.00008034228,0.0002657805,0.00004466261,0.0003288446,0.00009425242,0.00001085383,0.00239975,0.00007693298,0.000003713361,0.00002669932,0.9907067,0.005961511],"study_design_scores_gemma":[0.001358049,0.0007327385,0.0003493866,0.00008950981,0.00014438,0.00004563878,0.008783814,0.0004116661,0.000001888113,0.00001794541,0.9878263,0.0002386291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002788838,0.05356408,0.01149782,0.4003272,0.02845154,0.01017372,0.005863804,0.0005213739,0.4893216],"genre_scores_gemma":[0.001790377,0.003469605,0.00878422,0.03568245,0.003673056,0.001115248,0.02673062,0.0001723692,0.918582],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4292604,"threshold_uncertainty_score":0.9998983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1886088950592126,"score_gpt":0.5210042215022005,"score_spread":0.3323953264429879,"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."}}