{"id":"W4408162153","doi":"10.1111/jan.16876","title":"Why Is Starting and Sustaining a Clinical Academic Role in Nursing Still So Difficult?","year":2025,"lang":"en","type":"article","venue":"Journal of Advanced Nursing","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nursing; Psychology; MEDLINE; Medicine; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04489834,0.0007503329,0.001696894,0.001696536,0.01661983,0.0258371,0.006447488,0.02095073,0.01817045],"category_scores_gemma":[0.1103628,0.0008775465,0.001283052,0.001897776,0.02897267,0.03721198,0.01683407,0.02876797,0.01005371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01507649,"about_ca_system_score_gemma":0.03491792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01102813,"about_ca_topic_score_gemma":0.01794878,"domain_scores_codex":[0.9339914,0.03193356,0.002725498,0.005478182,0.01768722,0.008184214],"domain_scores_gemma":[0.8553667,0.04521488,0.009560239,0.004271898,0.02551213,0.06007415],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00024034,0.0004922762,0.008214837,0.004186094,0.00008825744,0.001895121,0.06766433,0.0002825696,0.0006252287,0.1104738,0.5877364,0.2181008],"study_design_scores_gemma":[0.0001241734,0.0004216851,0.009196718,0.01201368,0.00003765427,0.00240256,0.1740184,0.0004015441,0.0003934827,0.1349052,0.6657665,0.0003182681],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007133894,0.02688424,0.002259179,0.9403676,0.01151472,0.00005252384,0.00005372199,0.0001185807,0.01161555],"genre_scores_gemma":[0.3503838,0.08503798,0.01103282,0.517253,0.01819528,0.0006475883,0.0003918192,0.0006441833,0.01641355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9551017,"threshold_uncertainty_score":0.237448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08413541934217537,"score_gpt":0.5804777333377492,"score_spread":0.4963423139955738,"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."}}