{"id":"W2966037930","doi":"10.17294/2330-0698.1712","title":"Celebrating a Quarter-Century of Public Domain Research: 25th Annual Conference of the Health Care Systems Research Network","year":2019,"lang":"en","type":"article","venue":"Journal of patient-centered research and reviews","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Patient-Centered Outcomes Research Institute","keywords":"Cornerstone; Quarter (Canadian coin); Health care; Library science; Variety (cybernetics); Public relations; Diversity (politics); Medical education; Political science; Medicine; Computer science; History","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":[],"consensus_categories":[],"category_scores_codex":[0.07400869,0.001368547,0.001308187,0.002163516,0.007351893,0.02141307,0.002729718,0.007764962,0.01547002],"category_scores_gemma":[0.05422639,0.0009754239,0.001098738,0.002117223,0.006012706,0.01134406,0.0124562,0.01665529,0.005532223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01035167,"about_ca_system_score_gemma":0.03123572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005299544,"about_ca_topic_score_gemma":0.0157166,"domain_scores_codex":[0.9650981,0.01662547,0.001176212,0.002226782,0.01215274,0.002720665],"domain_scores_gemma":[0.9405953,0.01038079,0.002762619,0.002688933,0.01285818,0.03071422],"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":[0.00007787708,0.00007993986,0.0007153811,0.000203975,0.00002793702,0.0000978637,0.001367616,0.00005893441,0.0002460288,0.005000957,0.9403298,0.05179369],"study_design_scores_gemma":[0.00001197924,0.00002956218,0.0007675038,0.0003121628,0.000005512994,0.00004473464,0.001316195,0.00004572497,0.00006530588,0.001961611,0.9954229,0.00001678865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001534744,0.04503818,0.002623179,0.8248479,0.1095042,0.0001596959,0.0002022203,0.0001566143,0.01593333],"genre_scores_gemma":[0.05719388,0.1200891,0.01760375,0.3414774,0.1573542,0.002287481,0.001820928,0.001181186,0.300992],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07400869,"threshold_uncertainty_score":0.3914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3273968464782372,"score_gpt":0.5125753295700312,"score_spread":0.1851784830917939,"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."}}