{"id":"W4313208078","doi":"10.5114/fmpcr.2022.123122","title":"Preface","year":2022,"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":"Primary care; Primary health care; Medicine; Family medicine; Population","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":[0.00327741,0.001514856,0.001459436,0.00531053,0.003090259,0.007045524,0.002830514,0.00306779,0.6844687],"category_scores_gemma":[0.03212852,0.0007056012,0.00117893,0.004112366,0.0008839592,0.005534076,0.003091397,0.004175026,0.5852013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003253056,"about_ca_system_score_gemma":0.005053279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004097623,"about_ca_topic_score_gemma":0.004937207,"domain_scores_codex":[0.9969082,0.0004587377,0.0002893104,0.0005407203,0.001548713,0.0002542726],"domain_scores_gemma":[0.9804299,0.002675215,0.0007280097,0.001490655,0.01237667,0.002299645],"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":[0.0000130407,0.000007782176,0.00003640092,0.0001375249,0.000001273303,0.00002550094,0.00003340887,0.00001615583,0.00003712945,0.001003597,0.9727505,0.02593771],"study_design_scores_gemma":[0.000003628566,0.000009046764,0.0001036806,0.0001697332,0.000001274395,0.00005268752,0.00005402319,0.00001338871,0.00003042453,0.0007265408,0.998831,0.000004479814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0007163938,0.02187967,0.005395825,0.04756999,0.2150558,0.001182262,0.01994151,0.003747272,0.6845113],"genre_scores_gemma":[0.002823299,0.0115745,0.00298084,0.01361143,0.02648862,0.0007273099,0.01412326,0.001433201,0.9262375],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6844687,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07444303565368716,"score_gpt":0.3763922465816933,"score_spread":0.3019492109280061,"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."}}