{"id":"W4400089873","doi":"10.1002/lary.31605","title":"Gender Differences in Domestic Responsibilities of Otolaryngologists—A Mixed‐Methods Analysis","year":2024,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Hospital; London Health Sciences Centre","funders":"","keywords":"Psychology; Political 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":[],"consensus_categories":[],"category_scores_codex":[0.008275612,0.0003399385,0.0005386177,0.001690526,0.0009129882,0.001283279,0.0005523278,0.0003855944,0.003421995],"category_scores_gemma":[0.008934171,0.0004069731,0.001246322,0.001422715,0.0006415931,0.0009577792,0.001116694,0.0003772817,0.0002591162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007927,"about_ca_system_score_gemma":0.001022474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002590425,"about_ca_topic_score_gemma":0.004268741,"domain_scores_codex":[0.9956813,0.002650391,0.0003732453,0.0003786615,0.0005354069,0.000380949],"domain_scores_gemma":[0.9940599,0.004159887,0.0008710286,0.0002736391,0.0004627591,0.0001728716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008155885,0.0007750493,0.898926,0.000727865,0.0007016298,0.0004661278,0.05324325,0.0001107021,0.001309195,0.0008379241,0.0006751782,0.04141144],"study_design_scores_gemma":[0.00007497011,0.001758333,0.8675373,0.0006387007,0.0004207109,0.0005617967,0.1231446,0.001062311,0.0008062245,0.0005618018,0.003389292,0.00004374749],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961483,0.0008346674,0.001377949,0.0001077314,0.00001958168,0.0002914737,0.0002914201,0.000005021548,0.0009238145],"genre_scores_gemma":[0.9965447,0.0003580073,0.00150597,0.0001236042,0.00001533532,0.000680785,0.0002001381,0.000007410787,0.0005642095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008275612,"threshold_uncertainty_score":0.04376614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0616924247788003,"score_gpt":0.3915495590699678,"score_spread":0.3298571342911675,"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."}}