{"id":"W4212796800","doi":"10.1111/hex.13460","title":"Outside Back Cover: Volume 25 Issue 1","year":2022,"lang":"en","type":"article","venue":"Health Expectations","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Cover (algebra); Primary care; Health care; Primary health care; Process (computing); Nursing; Psychology; Computer science; Medicine; Family medicine; Political science; Engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006305182,0.00009782762,0.0001859842,0.0001370503,0.000424718,0.00002069436,0.00008327975,0.00001269454,0.02604081],"category_scores_gemma":[0.00003271676,0.0001113715,0.00006862749,0.0003303493,0.00003459926,0.00007295402,0.00008193414,0.0001597287,0.002436961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004822722,"about_ca_system_score_gemma":0.0006913175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002352668,"about_ca_topic_score_gemma":0.0000195773,"domain_scores_codex":[0.9987934,0.00007297542,0.0002672274,0.000235124,0.0003357404,0.0002955595],"domain_scores_gemma":[0.9993232,0.00003766358,0.00009438614,0.0003193481,0.00003474273,0.0001906025],"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":[0.00003690198,0.0003113771,0.001086978,0.0002558356,0.00005049933,0.00002898502,0.005033206,0.0004661272,0.000008385637,0.005497919,0.9859343,0.001289477],"study_design_scores_gemma":[0.001348636,0.0003731003,0.009707225,0.00002260588,0.00003969982,0.00001949921,0.03510034,0.001580314,0.000002761946,0.0002944643,0.9513856,0.0001257889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01333426,0.01288943,0.001798054,0.2710484,0.002310409,0.004334082,0.000428123,0.0008862537,0.692971],"genre_scores_gemma":[0.8826233,0.00009779028,0.001499434,0.01148415,0.0003565581,0.0005516396,0.0007176887,0.00004569144,0.1026237],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.869289,"threshold_uncertainty_score":0.9983398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04534077944311791,"score_gpt":0.365934944388127,"score_spread":0.3205941649450091,"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."}}