{"id":"W4389733788","doi":"10.3399/bjgpo.2023.0191","title":"Learning to navigate uncertainty in primary care: a scoping literature review","year":2023,"lang":"en","type":"article","venue":"BJGP Open","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University","keywords":"Ambiguity; Context (archaeology); Constructive; Psychology; MEDLINE; Medical education; Primary care; Medicine; Computer science; Process (computing); Family medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.02035738,0.001493347,0.004211926,0.02669269,0.002034311,0.005784655,0.002467624,0.00454642,0.003815669],"category_scores_gemma":[0.08936263,0.001426911,0.003744646,0.02662538,0.002278945,0.005394124,0.003894976,0.002386978,0.0006079368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006331462,"about_ca_system_score_gemma":0.02700125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009274434,"about_ca_topic_score_gemma":0.01981927,"domain_scores_codex":[0.9846025,0.005567451,0.005770866,0.0007369511,0.00289681,0.0004254889],"domain_scores_gemma":[0.9086222,0.07383766,0.008215255,0.001152602,0.007475447,0.0006969089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006882114,0.00004558792,0.0008738344,0.7760961,0.001160984,0.0003506333,0.002905226,0.0002538268,0.0001770305,0.001930932,0.00656468,0.2095722],"study_design_scores_gemma":[0.00001221015,0.00003845088,0.0008318122,0.9715036,0.001504902,0.0002566779,0.001053259,0.00004462427,0.00005998155,0.0005688344,0.02411125,0.00001450622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005814946,0.9962823,0.0003621628,0.0009650515,0.0002205196,0.0004203815,0.0001185765,0.000007184191,0.001042296],"genre_scores_gemma":[0.005007206,0.992425,0.0009440815,0.0005504115,0.0001004157,0.0007242488,0.0001364389,0.00000403109,0.0001081083],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02669269,"threshold_uncertainty_score":0.1076614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0352992802809504,"score_gpt":0.4006081720588464,"score_spread":0.365308891777896,"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."}}