{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003497108,0.001549272,0.001579346,0.005228517,0.002322108,0.006231646,0.002349761,0.002676657,0.5631542],"category_scores_gemma":[0.04282335,0.0006147909,0.00108282,0.003359914,0.0007910643,0.005178941,0.002825754,0.004117091,0.4702563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002997546,"about_ca_system_score_gemma":0.004078882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002821143,"about_ca_topic_score_gemma":0.003259907,"domain_scores_codex":[0.9970729,0.0004809439,0.000314291,0.000521384,0.001418329,0.0001921223],"domain_scores_gemma":[0.9715841,0.004261336,0.001471637,0.001464025,0.01816457,0.003054311],"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":[0.00001269393,0.000007100132,0.00003062704,0.0001917552,0.000001431437,0.00002260738,0.00002885297,0.00001516902,0.00003759216,0.0005724563,0.9760725,0.02300736],"study_design_scores_gemma":[0.000004476742,0.00001196968,0.0001229112,0.0003396163,0.000001796553,0.000074823,0.00004275688,0.00001511294,0.00003410934,0.0006992442,0.9986477,0.000005604927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0007499537,0.04926306,0.005851383,0.08656769,0.4609947,0.001463011,0.0194306,0.003291168,0.3723884],"genre_scores_gemma":[0.004346845,0.03491772,0.003705807,0.03615801,0.1063793,0.001366544,0.01773651,0.001808582,0.7935806],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.5631542,"threshold_uncertainty_score":0,"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."}}