{"id":"W4213379602","doi":"10.1093/jcag/gwab049.076","title":"A77 IMPLEMENTATION OF GUT LINK-IBS; RESULTS OF A SEMI-STRUCTURED INTERVIEW OF PRIMARY CARE PROVIDERS","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Dalhousie University","funders":"","keywords":"Referral; Medicine; Qualitative research; Primary care; Nursing; Stakeholder; Family medicine; Stakeholder engagement","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02025116,0.0005692195,0.0006157996,0.001917497,0.004211599,0.002608506,0.001255532,0.0009932905,0.001702895],"category_scores_gemma":[0.03276682,0.0008129973,0.0005296955,0.001527652,0.004147545,0.001247384,0.004484243,0.001829078,0.000379911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008222764,"about_ca_system_score_gemma":0.009987826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02406269,"about_ca_topic_score_gemma":0.03629628,"domain_scores_codex":[0.9865782,0.00912674,0.0007328665,0.0006899333,0.0009542978,0.001918085],"domain_scores_gemma":[0.9670579,0.0232292,0.002518661,0.0008119345,0.004479054,0.001903126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005331509,0.0001268331,0.01553457,0.0002230797,0.000004793486,0.0006429843,0.9767013,0.00006276376,0.001269007,0.0001310078,0.0004965415,0.004753846],"study_design_scores_gemma":[0.00001590758,0.0002562699,0.03935966,0.0002227599,0.000007827572,0.0001863362,0.956365,0.0001806855,0.000614006,0.000108879,0.002662344,0.0000202499],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933559,0.000124755,0.001263387,0.0007613523,0.00002964808,0.001412659,0.000441415,0.00001681334,0.002594221],"genre_scores_gemma":[0.993017,0.0002884514,0.002677281,0.0003957076,0.00001422737,0.002134432,0.0002667826,0.00001352595,0.001192693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02406269,"threshold_uncertainty_score":0.1070997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1800681535823615,"score_gpt":0.4388393669777672,"score_spread":0.2587712133954057,"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."}}