{"id":"W4213305373","doi":"10.1300/j045v22n03_a","title":"Preface","year":2006,"lang":"en","type":"article","venue":"Journal of Health & Social Policy","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Centre","funders":"","keywords":"Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001616171,0.000137826,0.0004699724,0.0003457585,0.0004041363,0.00004120537,0.0002340161,0.00008459402,0.00003930064],"category_scores_gemma":[0.0001594651,0.0001248256,0.00022017,0.0005850336,0.00008931597,0.0002340368,0.00002798695,0.0004274543,0.0003914477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252488,"about_ca_system_score_gemma":0.002781403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007297671,"about_ca_topic_score_gemma":0.0001745054,"domain_scores_codex":[0.9972575,0.0003722153,0.001064,0.00009082748,0.0006063922,0.0006090076],"domain_scores_gemma":[0.9977557,0.00003563136,0.001677949,0.00009094376,0.00025016,0.0001896254],"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":[0.0001400524,0.000440937,0.002610594,0.00009332273,0.00005107175,0.00002143094,0.002812366,0.00008587392,0.001485436,0.02341558,0.9415325,0.02731086],"study_design_scores_gemma":[0.002362441,0.0004452192,0.4538233,0.00006742912,0.00002592652,0.0002095873,0.0004228755,0.000008912167,0.0001634121,0.02986821,0.5123415,0.0002611825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8291348,0.003009481,0.0001594407,0.1488801,0.0006258152,0.0003254637,0.00007410896,0.0001032975,0.01768746],"genre_scores_gemma":[0.9835227,0.00003800004,0.0004723503,0.002688624,0.01253781,0.000001083321,0.000001980361,0.00006577506,0.0006717516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4512127,"threshold_uncertainty_score":0.9993128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03164711570276713,"score_gpt":0.4019739192733144,"score_spread":0.3703268035705473,"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."}}