{"id":"W4415519832","doi":"10.1016/j.jtho.2025.09.1251","title":"EP.04.07 Participant and Provider Experiences in an Indigenous Focused Trial of Lung Cancer Screening in Aotearoa New Zealand","year":2025,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Aotearoa; Lung cancer screening; Indigenous; Primary care; Cancer screening; Participant observation; Qualitative research; Primary health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01022479,0.0001057535,0.0004132686,0.0001557869,0.004218617,0.001563482,0.0005240211,0.0009465484,0.009804955],"category_scores_gemma":[0.02147598,0.0003474306,0.0002298698,0.0001983127,0.002221934,0.001010228,0.002439799,0.002908373,0.0005621401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003594484,"about_ca_system_score_gemma":0.01383785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1272231,"about_ca_topic_score_gemma":0.1745327,"domain_scores_codex":[0.9961703,0.002371324,0.0001270694,0.0001771226,0.0003432851,0.0008108749],"domain_scores_gemma":[0.9897066,0.003924014,0.0009168988,0.0002830357,0.0007867361,0.004382642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.005409096,0.01135882,0.1487267,0.0008515568,0.0001884398,0.005259256,0.7085289,0.0004074161,0.004622557,0.003639876,0.03299006,0.07801726],"study_design_scores_gemma":[0.002522424,0.01056191,0.2716065,0.001679542,0.0002316898,0.001557918,0.6430262,0.0009233091,0.001664472,0.002146715,0.06382759,0.0002516971],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715402,0.0002609895,0.0003176338,0.01676595,0.0001766321,0.0007557977,0.0001812452,0.00001229425,0.009989412],"genre_scores_gemma":[0.9844566,0.0003954906,0.0007202571,0.005931299,0.00007468323,0.0009337274,0.00007396296,0.00001865146,0.007395348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1272231,"threshold_uncertainty_score":0.2529651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.229222428152147,"score_gpt":0.5902705651990189,"score_spread":0.3610481370468719,"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."}}