{"id":"W7100589273","doi":"","title":"CORRESPONDENCE Open Access Facilitating access to pre-processed research evidence in public health","year":2013,"lang":"en","type":"article","venue":"","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Relevance (law); Context (archaeology); Process (computing); Quality (philosophy); Public sector; Health policy; Pyramid (geometry)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0818077,0.0007742735,0.001760427,0.02515744,0.002613772,0.01335647,0.003799779,0.006536239,0.2682972],"category_scores_gemma":[0.3213807,0.001179534,0.001518407,0.02279758,0.003993594,0.01374247,0.01963975,0.003153367,0.04382065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006522452,"about_ca_system_score_gemma":0.05511018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01000633,"about_ca_topic_score_gemma":0.01467934,"domain_scores_codex":[0.9291608,0.04092675,0.0102935,0.002662755,0.01476083,0.002195371],"domain_scores_gemma":[0.5644859,0.3193303,0.0162359,0.04137193,0.04847537,0.01010063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003454818,0.0002360754,0.002663698,0.01776433,0.0001277094,0.001086845,0.004104262,0.0008272391,0.001078818,0.07239217,0.2186378,0.6807355],"study_design_scores_gemma":[0.0002133086,0.0001223582,0.003636574,0.01595593,0.0001008937,0.0004458034,0.002443935,0.0007564508,0.0009713678,0.04418538,0.9310786,0.00008942564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.008293614,0.01407945,0.1527983,0.1119759,0.004544985,0.01372868,0.03260884,0.004259656,0.6577106],"genre_scores_gemma":[0.1253962,0.02637069,0.6601624,0.01519885,0.00512627,0.01413865,0.01812017,0.002549097,0.1329377],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9962002,"threshold_uncertainty_score":0.8975436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5963219209462302,"score_gpt":0.5733654770343639,"score_spread":0.02295644391186624,"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."}}