{"id":"W2066485717","doi":"10.1097/phh.0b013e31821138ae","title":"Extending the Reach","year":2011,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008886012,0.0007041905,0.000520755,0.001758795,0.006039794,0.01030954,0.001978979,0.005612945,0.09868544],"category_scores_gemma":[0.02370534,0.000352881,0.0007811182,0.00119661,0.008828362,0.01423728,0.0219133,0.004236742,0.02124588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003537337,"about_ca_system_score_gemma":0.01152855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00521997,"about_ca_topic_score_gemma":0.00612818,"domain_scores_codex":[0.9902069,0.00401762,0.0002459915,0.001410863,0.00217769,0.001940944],"domain_scores_gemma":[0.9884599,0.003517273,0.0006295018,0.001814428,0.002029835,0.00354901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006759623,0.00011202,0.005022178,0.0003523719,0.00002826626,0.0005558711,0.01031997,0.0004254535,0.0005351463,0.526415,0.1690906,0.2870755],"study_design_scores_gemma":[0.00001453625,0.00005398404,0.001305563,0.0003694884,0.00001289386,0.0002511069,0.003591988,0.0001687453,0.0001137091,0.08384775,0.9102554,0.00001472897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.008217197,0.003181254,0.01302278,0.06870914,0.001148871,0.0001433121,0.0001578008,0.0003461229,0.9050736],"genre_scores_gemma":[0.596786,0.008134595,0.01521187,0.05938387,0.001903756,0.0007854683,0.0005059901,0.0005856503,0.3167028],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.09868544,"threshold_uncertainty_score":0.3301357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4271913489560101,"score_gpt":0.5394595171175225,"score_spread":0.1122681681615124,"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."}}