{"id":"W4401709254","doi":"10.1007/978-3-031-66139-6_1","title":"The Importance of Mentorship Programs in Nursing","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Mentorship; Nursing; Psychology; Medicine; Medical education","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":[0.0005640642,0.0001815139,0.0002086609,0.00007686963,0.00002416032,0.00001826481,0.000229706,0.0002640375,0.0007226674],"category_scores_gemma":[0.000005881578,0.0001188389,0.00006850506,0.00003371681,0.0000933316,0.00000990014,0.00003188519,0.0004813154,0.0002813537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001361428,"about_ca_system_score_gemma":0.0000332866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000917437,"about_ca_topic_score_gemma":0.0000173575,"domain_scores_codex":[0.9987097,0.00001048073,0.0004773154,0.0003001191,0.0002207571,0.0002816022],"domain_scores_gemma":[0.9994438,0.00007363589,0.0001393182,0.0002806117,0.00001643109,0.00004624958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001222864,0.00001618594,0.0006843808,0.00002786887,0.00006724393,0.00001564955,0.001400827,2.784773e-8,0.000001509917,0.9059924,0.01248997,0.07929172],"study_design_scores_gemma":[0.0001141571,0.00003261878,0.0001935405,0.001370337,0.00002363072,0.000005046228,0.0002684663,6.586926e-7,0.000008375597,0.1320141,0.8657976,0.0001714884],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003471717,0.00526708,0.000002790381,0.0005512816,0.004095511,0.0002732351,0.000001530365,0.00004866977,0.9894127],"genre_scores_gemma":[0.006005544,0.0001346964,0.0000642193,0.00003422388,0.0001795519,0.00003968074,0.000009195953,0.00003656212,0.9934963],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8533076,"threshold_uncertainty_score":0.7912701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0652891864060302,"score_gpt":0.3457919205872973,"score_spread":0.2805027341812671,"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."}}