{"id":"W2097187858","doi":"10.1177/1049732311403497","title":"Improving Qualitative Interviews With Newly Arrived Migrant Women","year":2011,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Interview; Qualitative research; Immigration; Data collection; Health care; Nursing; Psychology; Trustworthiness; Medical education; Medicine; Sociology; Social psychology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02825595,0.0003536642,0.000723815,0.0007194634,0.0007890945,0.00004811454,0.0005237458,0.0001744017,0.004399739],"category_scores_gemma":[0.0007971363,0.0002767295,0.00008918538,0.001275681,0.0007340797,0.0002634781,0.0000853023,0.001389633,0.001449946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006658505,"about_ca_system_score_gemma":0.001219429,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04348311,"about_ca_topic_score_gemma":0.007537448,"domain_scores_codex":[0.9733438,0.02094944,0.001219795,0.0009894558,0.001069393,0.002428096],"domain_scores_gemma":[0.9933876,0.003001391,0.0004792453,0.0008050692,0.001073308,0.001253422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00174042,0.000420913,0.0001697836,0.0005365018,0.00009565541,0.00001731489,0.9216119,9.443499e-8,0.0000204368,0.04466991,0.006846404,0.02387065],"study_design_scores_gemma":[0.002298985,0.006095245,0.005649163,0.0001613586,0.000003814652,0.000007770907,0.9652627,0.00001845179,0.00003410701,0.0122391,0.007924939,0.0003043244],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622958,0.002325832,0.01065465,0.004528411,0.0003771991,0.003051672,0.0001572774,0.000175434,0.01643372],"genre_scores_gemma":[0.9801943,0.00007683692,0.01053115,0.002172624,0.0001676977,0.002137254,0.00005203211,0.00008889204,0.004579189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04365083,"threshold_uncertainty_score":0.9999685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5218786869594646,"score_gpt":0.5878000265201657,"score_spread":0.06592133956070112,"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."}}