{"id":"W7023681599","doi":"","title":"Place-Based Experiences in the Work Environment During the Menopausal Transition: A Case Study of Canadian Physiotherapists","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Stochastic processes and statistical mechanics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Menopause; Workforce; Work (physics); Taboo; Transition (genetics); MEDLINE","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":[],"consensus_categories":[],"category_scores_codex":[0.00348309,0.0008196673,0.001038931,0.002994625,0.0389028,0.005907066,0.003786999,0.003379713,0.004304032],"category_scores_gemma":[0.00699344,0.0007290603,0.0007104638,0.0047682,0.01206401,0.00208213,0.007033516,0.004166396,0.0003981715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05093315,"about_ca_system_score_gemma":0.06007817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9005448,"about_ca_topic_score_gemma":0.9768462,"domain_scores_codex":[0.9942631,0.001597684,0.0001544022,0.0005006623,0.00126419,0.002219925],"domain_scores_gemma":[0.9953087,0.001450171,0.0004602839,0.0001129366,0.0008267186,0.00184116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002846477,0.00008924552,0.008190199,0.0002006296,0.000007487186,0.006001465,0.977509,0.00004063775,0.0002441227,0.0009063174,0.001869691,0.004912843],"study_design_scores_gemma":[0.00000335227,0.00002849638,0.005553421,0.0001696555,0.000005930725,0.0007902474,0.984831,0.00003201699,0.00003657909,0.00007408082,0.008455528,0.000019657],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798371,0.002444895,0.0003435448,0.004897013,0.000173606,0.0002552933,0.000169754,0.00001145118,0.0118675],"genre_scores_gemma":[0.9910754,0.002336269,0.0006239921,0.001531551,0.00003622522,0.0000915508,0.00005901805,0.00001871729,0.004227216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09945524,"threshold_uncertainty_score":0.3695476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01999093527951392,"score_gpt":0.2329530232791268,"score_spread":0.2129620879996129,"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."}}