{"id":"W2114299733","doi":"10.1136/ebn.3.3.68","title":"Data analysis in qualitative research","year":2000,"lang":"en","type":"article","venue":"Evidence-Based Nursing","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1431,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Qualitative research; Qualitative property; Raw data; Data collection; Reading (process); Data science; Computer science; Psychology; Sociology; Linguistics; Social science","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3097492,0.001777261,0.002834479,0.008987178,0.0057184,0.01057131,0.004391871,0.003122644,0.01516578],"category_scores_gemma":[0.3631415,0.00171228,0.002037297,0.01162517,0.01796702,0.008108532,0.00930602,0.00779978,0.003893716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006538528,"about_ca_system_score_gemma":0.0228841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002120526,"about_ca_topic_score_gemma":0.00346126,"domain_scores_codex":[0.5950179,0.3597327,0.01894021,0.008373996,0.01644397,0.001491327],"domain_scores_gemma":[0.4790574,0.415006,0.01441494,0.0471862,0.04124643,0.003088954],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005364242,0.000410314,0.001943193,0.02324801,0.0003597077,0.0006134447,0.2194023,0.001783688,0.003220286,0.3188716,0.07007984,0.3595313],"study_design_scores_gemma":[0.0003987247,0.0005271872,0.002038692,0.02447022,0.0001447735,0.0006509291,0.09643818,0.003768771,0.002297491,0.3149959,0.5539297,0.0003394146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01044224,0.005655789,0.8594385,0.01923819,0.00469064,0.06079064,0.003326468,0.001412896,0.03500464],"genre_scores_gemma":[0.03311004,0.002176195,0.8693143,0.003589625,0.0003883953,0.08701747,0.0006431906,0.0006315456,0.003129174],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6902508,"threshold_uncertainty_score":0.8512021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8240103365539592,"score_gpt":0.7357493011705942,"score_spread":0.08826103538336494,"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."}}