{"id":"W6978049944","doi":"10.6084/m9.figshare.c.6119187","title":"Hours of work and on-call weeks preferences of Canadian midwives: relationships with intention to stay in the profession","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Agriculture and Biological Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Waterloo; McMaster University","funders":"","keywords":"Descriptive statistics; Work hours; Thematic analysis; Affect (linguistics); Work (physics); Test (biology); Preference","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006705369,0.0001073513,0.0001575514,0.00004088701,0.00008570888,0.000007466786,0.0001939354,0.0001214564,0.02330611],"category_scores_gemma":[0.0001395539,0.00002500342,0.00002656889,0.0006007208,0.00001775442,0.00001082501,0.00005671318,0.0002021121,0.00001203379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001310977,"about_ca_system_score_gemma":0.000007531776,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006617023,"about_ca_topic_score_gemma":0.4652265,"domain_scores_codex":[0.9993369,0.0001342063,0.0001085838,0.0001683811,0.0001360721,0.0001158291],"domain_scores_gemma":[0.9995875,0.0001907122,0.0001217049,0.00003387341,0.00002602972,0.00004019899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003386657,0.00005353379,0.04639424,0.00003889072,0.00001930531,0.000002385839,0.0003981416,6.258012e-7,0.00002434578,0.00003400629,0.9484346,0.004566054],"study_design_scores_gemma":[0.00002540598,0.0003516105,0.6802358,0.001061701,0.000004402178,2.245582e-7,0.002280549,1.866239e-8,0.000005091599,0.00001335009,0.3159461,0.00007575346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4333857,0.002509161,2.449182e-8,0.007932508,0.0001074488,0.003870294,0.1658515,0.00007934339,0.3862639],"genre_scores_gemma":[0.9578629,0.00005611115,0.00001591082,0.0001891718,0.00006830325,0.0002844851,0.02402724,0.00000337831,0.01749248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6338416,"threshold_uncertainty_score":0.999998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09050161285853041,"score_gpt":0.2291407066286632,"score_spread":0.1386390937701328,"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."}}