{"id":"W6996125612","doi":"","title":"A qualitative exploration of neonatologists’ implicit biases towards extremely pre term infants","year":2015,"lang":"en","type":"dissertation","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Critically ill; Vignette; Resuscitation; Qualitative research; Clinical judgment; Clinical Practice; Qualitative analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.05318382,0.0006792338,0.0007751055,0.002316948,0.010774,0.005590238,0.00284022,0.003028673,0.00274047],"category_scores_gemma":[0.08363407,0.0008953963,0.0004524525,0.001374504,0.02051309,0.007360215,0.01031846,0.005133373,0.0004325389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0072225,"about_ca_system_score_gemma":0.006707433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006125716,"about_ca_topic_score_gemma":0.007639198,"domain_scores_codex":[0.9293953,0.06289766,0.001138996,0.001323247,0.003151425,0.002093441],"domain_scores_gemma":[0.87363,0.1077449,0.005604391,0.002539139,0.006765429,0.003716163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001727712,0.0000213734,0.001274864,0.00007636267,0.000002767116,0.000311473,0.9943816,0.00001578168,0.0002852763,0.001321392,0.0004431495,0.00184874],"study_design_scores_gemma":[0.000006041196,0.00004388557,0.0006665497,0.0001830951,0.000002351508,0.0001986599,0.9920724,0.00006598713,0.0002125322,0.0006034782,0.005932261,0.00001282215],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690325,0.001161578,0.005525428,0.01531164,0.0001868498,0.000276149,0.00009729122,0.00003242142,0.008376201],"genre_scores_gemma":[0.990978,0.0007645151,0.002169813,0.00360617,0.00004483775,0.0003776035,0.00003326931,0.00002819273,0.001997579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05318382,"threshold_uncertainty_score":0.2812663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1711610199011326,"score_gpt":0.426035284051674,"score_spread":0.2548742641505414,"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."}}