{"id":"W4238309418","doi":"10.5114/fmpcr.2017.66916","title":"Preface","year":2017,"lang":"en","type":"article","venue":"Family Medicine & Primary Care Review","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Primary care; Primary health care; History of medicine; Family medicine; Pathology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001721351,0.0003235034,0.001616728,0.0000886586,0.0004384144,0.00002306095,0.0004387633,0.0001648226,0.0002644437],"category_scores_gemma":[0.001073079,0.0002178634,0.0001946831,0.0001497856,0.0002116331,0.000181162,0.0001229625,0.0005351541,0.0002479317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004577766,"about_ca_system_score_gemma":0.002391516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002150519,"about_ca_topic_score_gemma":0.00003030931,"domain_scores_codex":[0.9968949,0.0002187285,0.0009559891,0.0005293294,0.0008271062,0.0005739601],"domain_scores_gemma":[0.9957429,0.00008367829,0.0004734635,0.002253962,0.0005904571,0.0008555669],"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":[0.00002289166,0.00003219262,0.009645936,0.09755962,0.00004581206,0.000150745,0.000345011,1.062386e-8,0.0001016675,0.0003922291,0.1915001,0.7002038],"study_design_scores_gemma":[0.0009145206,0.0004311838,0.171167,0.04067372,0.0001455465,0.0001491242,0.0001359236,6.099e-7,0.000001517609,0.00000919483,0.7862208,0.0001508578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003704337,0.6061779,0.0000524762,0.05006921,0.001088531,0.002130213,0.00001604525,0.0001288174,0.3366325],"genre_scores_gemma":[0.1238994,0.7347761,0.0007489866,0.1312136,0.00348768,0.0002220022,0.0004609721,0.0001086322,0.005082635],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7000529,"threshold_uncertainty_score":0.8884214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1191080749331166,"score_gpt":0.4285784300913877,"score_spread":0.3094703551582711,"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."}}