{"id":"W2070184193","doi":"10.1007/s10459-007-9072-4","title":"Is it science? A study of the attitudes of medical trainees and physicians toward qualitative and quantitative research","year":2007,"lang":"en","type":"article","venue":"Advances in Health Sciences Education","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Woodrow Wilson International Center for Scholars","keywords":"Qualitative research; Categorization; Construct (python library); Psychology; Qualitative property; Coding (social sciences); Preference; Medical education; Qualitative analysis; Applied psychology; Medicine; Computer science; Sociology; Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09976199,0.0003791955,0.0006798626,0.002288672,0.01078364,0.005745903,0.001444075,0.002338548,0.002311159],"category_scores_gemma":[0.1639145,0.00101832,0.0007018005,0.002077275,0.00964552,0.003791532,0.005591942,0.004602719,0.000283446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006098724,"about_ca_system_score_gemma":0.01054187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008554394,"about_ca_topic_score_gemma":0.01156104,"domain_scores_codex":[0.9401356,0.04917648,0.001966948,0.001190266,0.004794755,0.002735953],"domain_scores_gemma":[0.666302,0.2698512,0.02572458,0.005628081,0.01753584,0.01495829],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000241264,0.0004698906,0.06015792,0.0001728056,0.00004110164,0.0001718953,0.9266798,0.0000405342,0.001504772,0.0008629647,0.0005728485,0.009084095],"study_design_scores_gemma":[0.00007293229,0.0006907699,0.03421327,0.0002070815,0.0000201877,0.0002811154,0.9588883,0.000187332,0.0005107891,0.000603694,0.004276746,0.00004773147],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944194,0.0002017204,0.0007692162,0.002747829,0.00003554452,0.0001588147,0.00002461867,0.000006037313,0.001636744],"genre_scores_gemma":[0.9951009,0.0003624912,0.001014617,0.002071679,0.00002491026,0.0003386703,0.00002350449,0.000007456646,0.001055761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.900238,"threshold_uncertainty_score":0.5275981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2351133238207807,"score_gpt":0.6459115192397108,"score_spread":0.4107981954189301,"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."}}