{"id":"W6904680245","doi":"10.1371/journal.pone.0293107.s001","title":"S1 File -","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Health care; Work (physics); Grounded theory; Conceptual framework; Qualitative research; Human resources; Patient safety","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003342773,0.001191872,0.001796979,0.004054688,0.002574943,0.003535298,0.003197583,0.002013616,0.9437299],"category_scores_gemma":[0.03344031,0.001043924,0.0008926556,0.007131385,0.0006281359,0.00393205,0.002887127,0.001828379,0.5568479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002550548,"about_ca_system_score_gemma":0.006475777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03226512,"about_ca_topic_score_gemma":0.03327927,"domain_scores_codex":[0.9986218,0.000225293,0.000193414,0.0003033265,0.0003972585,0.0002588232],"domain_scores_gemma":[0.9819168,0.01015913,0.0007023321,0.001230576,0.005171536,0.0008195959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009060757,0.00003436515,0.0003137428,0.0006604124,0.000005072119,0.00002705787,0.00009034587,0.00006592709,0.00003188035,0.0005781014,0.9914353,0.006667134],"study_design_scores_gemma":[0.000583861,0.00008022371,0.003263026,0.0016866,0.00001737108,0.0001081967,0.001232767,0.0004200889,0.0002438375,0.004065707,0.9882436,0.00005479392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0002397819,0.00004053693,0.0003935666,0.0004578463,0.0001980295,0.0004599075,0.9831186,0.0009369421,0.0141548],"genre_scores_gemma":[0.005432135,0.0004614654,0.006743386,0.002162415,0.0001802876,0.007168593,0.8814676,0.002759317,0.09362482],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05627006,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06527063171904171,"score_gpt":0.3243784192518183,"score_spread":0.2591077875327766,"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."}}