{"id":"W3031967037","doi":"10.3138/ptc-2019-0059","title":"How Do I Choose a Job? Factors Influencing the Career and Employment Decisions of Physiotherapy Graduates in Canada","year":2020,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto; University of British Columbia; Canadian Physiotherapy Association; University of Saskatchewan; University of Alberta","funders":"","keywords":"Mentorship; Competence (human resources); Medical education; Medicine; Clinical Practice; Career Pathways; Nursing; Psychology; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001249488,0.000328383,0.0005888292,0.00005219423,0.0004455865,0.00002022835,0.0004301219,0.00007101274,0.0001214477],"category_scores_gemma":[0.00009192131,0.0002262525,0.000049771,0.0006621425,0.00006095168,0.0001164423,0.00008232769,0.000493692,7.584354e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00162662,"about_ca_system_score_gemma":0.007014436,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.999503,"about_ca_topic_score_gemma":0.9997518,"domain_scores_codex":[0.9971727,0.0003381695,0.0005894298,0.0004092506,0.0007201393,0.0007703233],"domain_scores_gemma":[0.9977284,0.0009612545,0.0003139087,0.0004357343,0.0001556807,0.0004050136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002610865,0.00003853913,0.8966318,0.0003792079,0.000149469,0.00002027434,0.02692508,0.0004749488,0.005724,0.0004538257,0.05467181,0.01426991],"study_design_scores_gemma":[0.002688595,0.000183773,0.8188156,0.001183656,0.00001984156,6.941004e-7,0.0746047,0.0005852763,0.001491014,0.0005301223,0.09917863,0.000718082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786271,0.002424169,0.000007262608,0.01739006,0.0003183341,0.0009839234,0.0001291124,0.00002138085,0.00009865456],"genre_scores_gemma":[0.9876624,0.0008209932,0.00004891257,0.01107188,0.0001338489,0.00007364138,0.000008129646,0.00005273202,0.0001275017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07781623,"threshold_uncertainty_score":0.9986148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04801153138883287,"score_gpt":0.3611128742965031,"score_spread":0.3131013429076703,"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."}}