{"id":"W2901396837","doi":"10.1002/nop2.215","title":"Development and psychometric evaluation of the Job Demands in Nursing Scale and Job Resources in Nursing Scale: Results from a national study","year":2018,"lang":"en","type":"article","venue":"Nursing Open","topic":"Nursing education and management","field":"Nursing","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Saskatchewan Health Authority; Hôpital Maisonneuve-Rosemont; University of Lethbridge; University of Northern British Columbia; Université de Montréal; University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Scale (ratio); Nursing; Psychology; Medicine; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0162779,0.0002176581,0.0005065002,0.001062988,0.0006167135,0.000708862,0.0005559265,0.0003668547,0.001110521],"category_scores_gemma":[0.02450445,0.0002425342,0.0005106946,0.001244287,0.0005826658,0.001042307,0.001653944,0.0007621933,0.000460811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009008801,"about_ca_system_score_gemma":0.003255882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004407087,"about_ca_topic_score_gemma":0.009429263,"domain_scores_codex":[0.996235,0.001466504,0.000509489,0.0001949692,0.001430834,0.0001632559],"domain_scores_gemma":[0.9878956,0.004323218,0.0007974132,0.0007663263,0.005321247,0.0008961391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005666704,0.002259582,0.8690841,0.0003101197,0.00009660002,0.0001602738,0.006101721,0.0005188159,0.002285662,0.0003572557,0.001883023,0.1163763],"study_design_scores_gemma":[0.0001030582,0.001156365,0.9896128,0.0001328496,0.000046231,0.000173638,0.003941245,0.0008950791,0.0006496754,0.000143211,0.003125152,0.00002061213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937821,0.0001865994,0.001826723,0.0002402129,0.00003589477,0.0008440414,0.0005360548,0.00001769857,0.002530708],"genre_scores_gemma":[0.9797489,0.0004349008,0.01421798,0.0001746158,0.00001865546,0.0025588,0.001919742,0.00002903743,0.0008973937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0162779,"threshold_uncertainty_score":0.08608675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0694846895857308,"score_gpt":0.4095375403191089,"score_spread":0.3400528507333781,"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."}}