{"id":"W3209752233","doi":"10.12968/ijtr.2020.0051","title":"Work readiness in rehabilitation medicine: a qualitative exploration and framework","year":2021,"lang":"en","type":"article","venue":"International Journal of Therapy and Rehabilitation","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Alberta","funders":"","keywords":"Rehabilitation; Work (physics); Context (archaeology); Medical education; Qualitative research; Psychology; Medicine; Nursing; Sociology; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003071269,0.00008402945,0.0001887381,0.0002450155,0.0001022599,0.00006554389,0.0001088687,0.0001006047,0.0001134416],"category_scores_gemma":[0.007592306,0.00007278565,0.0000510864,0.0003996166,0.0004844368,0.000674611,0.00001272984,0.0001779287,0.000001321854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001607756,"about_ca_system_score_gemma":0.0001822598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002362473,"about_ca_topic_score_gemma":0.00025563,"domain_scores_codex":[0.9975075,0.001187547,0.000549523,0.0001688979,0.0004858166,0.0001006903],"domain_scores_gemma":[0.9939246,0.004398878,0.0002666652,0.00008095405,0.001244331,0.0000845595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000408907,0.0002509076,0.07520938,0.0000180267,0.00004508949,0.000004078701,0.8017684,0.00003702215,0.0001798931,0.06790708,0.000677485,0.05349371],"study_design_scores_gemma":[0.00131671,0.0004275354,0.2691661,0.0005472067,0.000009535662,0.000006642573,0.197457,0.000007150164,0.00002751772,0.5089868,0.02189436,0.0001535507],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8552176,0.0009807707,0.001517015,0.1407799,0.001096304,0.000142067,0.000001115998,0.000009029761,0.0002562119],"genre_scores_gemma":[0.9819044,0.001633379,0.01560502,0.0003273177,0.0003875419,0.00001369863,0.000004549766,0.000006590513,0.0001175387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6043114,"threshold_uncertainty_score":0.9089249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05606510756924113,"score_gpt":0.4371248655569566,"score_spread":0.3810597579877155,"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."}}