{"id":"W2129630011","doi":"10.1186/1471-2296-11-74","title":"WestREN: a description of an Irish academic general practice research network","year":2010,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Galway","keywords":"Medicine; Irish; Quarter (Canadian coin); General practice; Residence; Coding (social sciences); Nurse practitioners; Family medicine; Nursing; Medical education; Health care","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":[0.01403994,0.0007056883,0.0004158389,0.00320812,0.003236382,0.005432905,0.003271636,0.002047618,0.05381353],"category_scores_gemma":[0.01009453,0.00083056,0.0005974714,0.004415816,0.001446973,0.004173777,0.007522221,0.002164312,0.02381272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008314898,"about_ca_system_score_gemma":0.02250507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02079131,"about_ca_topic_score_gemma":0.054075,"domain_scores_codex":[0.9893494,0.004707992,0.0008153915,0.0008333479,0.00204015,0.00225372],"domain_scores_gemma":[0.9832654,0.001352308,0.0009828026,0.00109206,0.003033586,0.01027372],"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":[0.0004038642,0.0004329138,0.01555638,0.001450571,0.00002994664,0.003949791,0.006130679,0.0006065143,0.002395442,0.01680343,0.6121023,0.3401382],"study_design_scores_gemma":[0.00003024562,0.00007875416,0.004269781,0.0003097213,0.000005575925,0.0006547692,0.001576073,0.0001377535,0.00009924451,0.0005712805,0.9922419,0.00002491931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04512885,0.0174101,0.06171331,0.09079175,0.0112376,0.02475695,0.01456765,0.006999715,0.7273939],"genre_scores_gemma":[0.1015081,0.0174316,0.2028657,0.03156401,0.00312667,0.01954956,0.01129374,0.002715749,0.6099448],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05381353,"threshold_uncertainty_score":0.1800242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3116688488109293,"score_gpt":0.5575440706746707,"score_spread":0.2458752218637414,"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."}}