{"id":"W3011852104","doi":"10.1177/1355819620911679","title":"Exploring the role of lay and professional patient navigators in Canada","year":2020,"lang":"en","type":"article","venue":"Journal of Health Services Research & Policy","topic":"Global Healthcare and Medical Tourism","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of New Brunswick","funders":"","keywords":"Thematic analysis; Context (archaeology); Qualitative research; Nursing; Work (physics); Psychology; Medicine; Medical education; Sociology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003374736,0.0001060417,0.0004429385,0.0001954151,0.0005199575,0.00000489594,0.0003806473,0.0000647234,0.00003374722],"category_scores_gemma":[0.0003530088,0.00006453275,0.00003780118,0.0008630284,0.00006400188,0.0001772456,0.0002857285,0.00236659,0.000003820866],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055036,"about_ca_system_score_gemma":0.02591262,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9282582,"about_ca_topic_score_gemma":0.5229543,"domain_scores_codex":[0.9936544,0.002362242,0.001428555,0.0001438479,0.001473157,0.0009378245],"domain_scores_gemma":[0.9966339,0.0008461552,0.0006516047,0.0001520828,0.0006334158,0.001082817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009133128,0.0002416045,0.2264437,0.0100965,0.00007430821,0.0001533685,0.2644846,0.00004633558,0.0002403235,0.003910935,0.01598513,0.4774099],"study_design_scores_gemma":[0.001243561,0.001029858,0.2885086,0.005304631,0.00000374819,0.00001450016,0.3114383,0.0002670001,0.00009618334,0.001533722,0.3904432,0.0001167507],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8828039,0.004044753,2.618186e-7,0.1116636,0.0003340857,0.0005241645,0.00001772789,0.0000029973,0.0006084672],"genre_scores_gemma":[0.9822278,0.002876596,0.00003743293,0.01405698,0.0007369815,0.000030396,0.000001495939,0.00001243138,0.00001987959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4772931,"threshold_uncertainty_score":0.999935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1842751350266807,"score_gpt":0.5054093461252295,"score_spread":0.3211342110985488,"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."}}