{"id":"W4241918182","doi":"10.1093/her/cyg022","title":"GENERAL NEWS","year":2003,"lang":"en","type":"article","venue":"Health Education Research","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Laidlaw Foundation","keywords":"Psychology; Medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005739302,0.0001180901,0.0002683405,0.0004400044,0.002519354,0.00001603146,0.0002264416,0.0001685906,0.005311452],"category_scores_gemma":[0.001131709,0.0001078701,0.00004543034,0.0008449115,0.00006962276,0.0001236442,0.00005880735,0.001508415,0.00402547],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002246822,"about_ca_system_score_gemma":0.05628078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007522189,"about_ca_topic_score_gemma":0.00140304,"domain_scores_codex":[0.9924117,0.004368224,0.0007042043,0.0003691286,0.0006561885,0.001490507],"domain_scores_gemma":[0.9967747,0.000955404,0.0001478188,0.0006131895,0.0007660711,0.0007427978],"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":[0.00001059042,0.0001078048,0.03761144,0.0003809848,0.000002772974,3.480492e-7,0.001567767,1.653856e-7,0.000009049022,0.09332991,0.838882,0.02809712],"study_design_scores_gemma":[0.0002808481,0.00007958328,0.02460309,0.00004204507,8.131775e-7,0.000001850792,0.004971833,0.000001755432,0.000006547577,0.004414751,0.9655139,0.00008291173],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.05821611,0.004659468,0.0001262341,0.2437259,0.005610185,0.003022772,0.00001109715,0.0001624811,0.6844658],"genre_scores_gemma":[0.1111971,0.006604967,0.01231266,0.4431663,0.00419307,0.003996761,0.000188283,0.0001466582,0.4181942],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2662716,"threshold_uncertainty_score":0.9990868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.358218831072105,"score_gpt":0.6537284364625997,"score_spread":0.2955096053904947,"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."}}