{"id":"W4383875602","doi":"10.3399/bjgpo.2023.0123","title":"Referral challenges for early-onset colorectal cancer: a qualitative study in UK primary care","year":2023,"lang":"en","type":"article","venue":"BJGP Open","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University Belfast; Queen's University; Cancer Research UK","keywords":"Referral; Medicine; Thematic analysis; Incidence (geometry); Family medicine; Qualitative research; Population; Disadvantaged; Colorectal cancer; Cancer; Nursing; Internal medicine; Environmental health","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":[0.007988169,0.0003633456,0.0007790839,0.001101831,0.005986428,0.003453299,0.001342949,0.001966833,0.003337069],"category_scores_gemma":[0.01795338,0.0007384623,0.0003592303,0.001867981,0.005156391,0.002592335,0.003752917,0.002259853,0.0003470818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0079841,"about_ca_system_score_gemma":0.007857777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04048268,"about_ca_topic_score_gemma":0.06756282,"domain_scores_codex":[0.9915189,0.005961807,0.0003956451,0.0004990902,0.0005693468,0.001055233],"domain_scores_gemma":[0.9796758,0.01542884,0.00154411,0.0003940938,0.001353072,0.001604051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002218492,0.00003271372,0.003018611,0.0003255203,0.000003999724,0.001577782,0.9918726,0.00002061124,0.0002170142,0.0002482522,0.0005318102,0.002128879],"study_design_scores_gemma":[0.000005378904,0.00004536125,0.002428356,0.0002643196,0.000003627206,0.0004025616,0.9934511,0.00003171646,0.00004720158,0.00008793375,0.003224319,0.000007983695],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887059,0.001910539,0.001119018,0.003820535,0.0001016245,0.0004572211,0.0002763864,0.00001481612,0.003593968],"genre_scores_gemma":[0.9939603,0.001380958,0.0006963369,0.001904061,0.00002321504,0.0004041167,0.00007814311,0.00001614815,0.001536772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04048268,"threshold_uncertainty_score":0.08049405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1468477129062874,"score_gpt":0.4358411621642952,"score_spread":0.2889934492580078,"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."}}