{"id":"W4399045060","doi":"10.1136/bmjoq-2023-002686","title":"Barriers and facilitators of implementing a multicomponent intervention to improve faecal immunochemical test (FIT) colorectal cancer screening in primary care clinics, Alberta","year":2024,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"Alberta Health; Alberta Health Services","keywords":"Implementation research; Medicine; Psychological intervention; Intervention (counseling); Test (biology); Nursing; Family medicine; Workflow; Quality management; Medical education","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005187372,0.0003535195,0.0002940827,0.0005321697,0.004019238,0.001466096,0.001865219,0.0007354355,0.001480253],"category_scores_gemma":[0.009136371,0.0004044346,0.0002947162,0.0006481271,0.001326519,0.0003463256,0.002195548,0.00110258,0.00008235301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02453742,"about_ca_system_score_gemma":0.06619635,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.673456,"about_ca_topic_score_gemma":0.8578861,"domain_scores_codex":[0.9955591,0.001747381,0.0001447359,0.0003137277,0.00089694,0.001338017],"domain_scores_gemma":[0.9905602,0.004037719,0.0009495751,0.0001717745,0.001221591,0.003059081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003662299,0.01430321,0.4414535,0.004131055,0.0002351024,0.004285741,0.1315765,0.003033853,0.01433306,0.001047901,0.008404708,0.3735331],"study_design_scores_gemma":[0.0009863519,0.007806151,0.8940252,0.000960713,0.0002575859,0.0004041812,0.08145872,0.00248693,0.002017821,0.0002991747,0.009208931,0.00008831999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954946,0.0003899024,0.000255875,0.001361712,0.00002028566,0.0006751123,0.00004509231,0.00003101115,0.001726445],"genre_scores_gemma":[0.9961603,0.000318874,0.001856805,0.0005929345,0.000008223965,0.000340134,0.00003662271,0.000002831953,0.0006834296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.326544,"threshold_uncertainty_score":0.6569343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05199869763838297,"score_gpt":0.4352533839289364,"score_spread":0.3832546862905534,"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."}}