{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009884109,0.0009056833,0.000630245,0.001131661,0.001514814,0.005234721,0.001071056,0.005606771,0.5220448],"category_scores_gemma":[0.006301438,0.0004434323,0.0005245226,0.001304966,0.0006484928,0.002783402,0.001650169,0.004633658,0.3811406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001661657,"about_ca_system_score_gemma":0.002217902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006691302,"about_ca_topic_score_gemma":0.01680661,"domain_scores_codex":[0.998929,0.0001273353,0.00006704968,0.0001627072,0.0005209963,0.0001929369],"domain_scores_gemma":[0.9970084,0.0005335112,0.0001801637,0.000290013,0.001016303,0.000971616],"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":[0.00001547087,0.000006202117,0.00005023914,0.0000578153,9.570963e-7,0.00005874559,0.000019914,0.000004252656,0.00004545884,0.0005496559,0.9874959,0.0116953],"study_design_scores_gemma":[0.000003486775,0.000004847464,0.0002583224,0.0000571806,5.960915e-7,0.00003902034,0.00006048986,0.000003589616,0.00001394844,0.00008404379,0.9994727,0.000001872374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001015325,0.01425055,0.0003706439,0.1383139,0.1020486,0.0001948984,0.004842716,0.000888461,0.7380748],"genre_scores_gemma":[0.002166581,0.003533006,0.0001640274,0.02521818,0.006499216,0.00004805415,0.001099631,0.0001692975,0.961102],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5220448,"threshold_uncertainty_score":0.6817451,"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."}}