{"id":"W2016126857","doi":"10.1136/ebm.6.1.4","title":"The rocky road: qualitative research as evidence","year":2001,"lang":"en","type":"editorial","venue":"Evidence-Based Medicine","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5955059,0.002712986,0.008944204,0.01457804,0.01128235,0.04292317,0.01291434,0.02052635,0.01367501],"category_scores_gemma":[0.659247,0.004207924,0.003039531,0.0136824,0.1057105,0.06566869,0.04146446,0.04036398,0.004649881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02573374,"about_ca_system_score_gemma":0.04888067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007797525,"about_ca_topic_score_gemma":0.00577528,"domain_scores_codex":[0.2073178,0.7293739,0.01810878,0.009476002,0.03325534,0.002468138],"domain_scores_gemma":[0.157801,0.7445291,0.01111418,0.05255635,0.02772633,0.006273187],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002632965,0.0001442614,0.000598029,0.009625304,0.0002453531,0.000293828,0.06073192,0.0009704289,0.0002668594,0.7857163,0.06092608,0.08021834],"study_design_scores_gemma":[0.0001996896,0.0001223771,0.0002079937,0.02536334,0.00005094544,0.0002034078,0.01485843,0.001565809,0.0001756962,0.8202479,0.1368608,0.000143506],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002140376,0.09064019,0.2628627,0.5956908,0.01742092,0.004966429,0.00070694,0.0005806895,0.02499097],"genre_scores_gemma":[0.08639742,0.05325105,0.6473652,0.1718141,0.01141013,0.0238187,0.0005397939,0.000839776,0.004563772],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4044941,"threshold_uncertainty_score":0.4988133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9004402786253913,"score_gpt":0.8176259546885531,"score_spread":0.08281432393683819,"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."}}