{"id":"W1967582445","doi":"10.12927/cjnl.2004.20308","title":"Commentary: Education, Patient Care and Employment Are Inextricably Linked","year":2004,"lang":"en","type":"letter","venue":"Nursing leadership","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Nursing; Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01087497,0.001514689,0.003966948,0.001617167,0.01819119,0.01163463,0.006741356,0.2306606,0.01539093],"category_scores_gemma":[0.06554915,0.002447501,0.002816438,0.002459281,0.008565637,0.008184944,0.00535272,0.1459724,0.01094435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01729145,"about_ca_system_score_gemma":0.03171924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03905142,"about_ca_topic_score_gemma":0.07520901,"domain_scores_codex":[0.9859401,0.00383783,0.001625634,0.001933887,0.00331777,0.003344828],"domain_scores_gemma":[0.9526972,0.02985619,0.003002317,0.0007939225,0.0054279,0.008222523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000447554,0.00002036104,0.0001964586,0.00009194938,0.00002037879,0.0007141717,0.0004057146,0.00004627886,0.00007383382,0.002710781,0.9932463,0.002428897],"study_design_scores_gemma":[0.0001698548,0.00008310311,0.001496527,0.001356661,0.000161337,0.001109893,0.002885737,0.0004619066,0.0002209716,0.01163238,0.9802678,0.0001539453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002095525,0.000398401,0.00004724304,0.9814442,0.01592327,0.00001240721,0.00002982808,0.00001552636,0.001919563],"genre_scores_gemma":[0.001464894,0.0002397994,0.00008712419,0.9784266,0.0154148,0.00003729517,0.000009415498,0.00001516419,0.004304898],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2306606,"threshold_uncertainty_score":0.1254588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.17973212881958,"score_gpt":0.4102978557833475,"score_spread":0.2305657269637675,"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."}}