{"id":"W3169567743","doi":"10.3390/pharmacy9020109","title":"Developing Grit, Motivation, and Resilience: To Give Up on Giving In","year":2021,"lang":"en","type":"article","venue":"Pharmacy","topic":"Grit, Self-Efficacy, and Motivation","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Grit; Burnout; Mental health; Psychology; Autonomy; Workforce; Resilience (materials science); Psychological resilience; Health care; Applied psychology; Social psychology; Political science; Clinical psychology; Psychotherapist","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01212183,0.0002856887,0.0005824019,0.0005719188,0.004576305,0.005662483,0.001551905,0.007934964,0.002172496],"category_scores_gemma":[0.03313901,0.0001669577,0.0008848154,0.0004384023,0.01819726,0.006341631,0.004876912,0.01640922,0.0003417966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004535292,"about_ca_system_score_gemma":0.0089834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003930586,"about_ca_topic_score_gemma":0.01052778,"domain_scores_codex":[0.9881612,0.009371625,0.0003241186,0.00041075,0.0008816274,0.0008507877],"domain_scores_gemma":[0.9804723,0.01269733,0.001475395,0.0004185169,0.001494999,0.003441456],"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":[0.0001816666,0.0003508173,0.007699501,0.002228621,0.0001341827,0.003182801,0.1681775,0.0002953002,0.0003849256,0.2721463,0.3749316,0.1702868],"study_design_scores_gemma":[0.00007387174,0.0002900034,0.009208201,0.007893668,0.00008645644,0.002441795,0.1051212,0.0004620216,0.0004035463,0.1243211,0.7495453,0.0001528633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.009912087,0.02222463,0.001110428,0.9475425,0.009457683,0.00002646743,0.00000948048,0.00001554875,0.009701136],"genre_scores_gemma":[0.4873139,0.05098336,0.00213718,0.4318739,0.01873163,0.000136388,0.00001958461,0.00005196123,0.008752096],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01212183,"threshold_uncertainty_score":0.06410712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08089383443574466,"score_gpt":0.3941296498128743,"score_spread":0.3132358153771296,"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."}}