{"id":"W4396906810","doi":"10.46747/cfp.7005303","title":"Missing the person","year":2024,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Sadness; Lexicon; Burnout; Psychology; Psychological resilience; Resilience (materials science); Social psychology; Psychoanalysis; Developmental psychology; Clinical psychology; Linguistics; Anger; Philosophy","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":[0.002707671,0.0007292382,0.0007770805,0.0009373539,0.01573967,0.006438462,0.001691727,0.002784073,0.1801297],"category_scores_gemma":[0.01920259,0.0003330552,0.0005930156,0.0008253562,0.003588202,0.0066107,0.006440222,0.006375748,0.07579356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006783286,"about_ca_system_score_gemma":0.01997646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1585245,"about_ca_topic_score_gemma":0.1687239,"domain_scores_codex":[0.9953501,0.0009696421,0.0001667381,0.0005368207,0.001796002,0.001180685],"domain_scores_gemma":[0.9907153,0.0006880136,0.0003395088,0.0006149463,0.003281968,0.004360246],"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":[0.00002062112,0.00002332792,0.001094144,0.00008415709,0.000006813263,0.0008072411,0.00866906,0.0000138284,0.0001810375,0.02093279,0.9249366,0.0432304],"study_design_scores_gemma":[0.000003149043,0.000009951828,0.0005423582,0.0002146376,0.000003706497,0.0008923072,0.01027692,0.00001165189,0.00004756054,0.001507138,0.986478,0.00001259637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01166153,0.007657074,0.005232064,0.2450032,0.04005454,0.0001927553,0.00197233,0.00109882,0.6871276],"genre_scores_gemma":[0.1205112,0.007970673,0.003419644,0.1289475,0.002380352,0.0001298007,0.001520825,0.000583334,0.7345366],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1801297,"threshold_uncertainty_score":0.6025939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07716696581096419,"score_gpt":0.3775161441885219,"score_spread":0.3003491783775577,"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."}}