{"id":"W4407349593","doi":"10.1139/apnm-2024-0416","title":"How are exercise professionals described within academic literature? A narrative review","year":2025,"lang":"en","type":"review","venue":"Applied Physiology Nutrition and Metabolism","topic":"Physical Activity and Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Université de Sherbrooke; Acadia University; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Thematic analysis; MEDLINE; Health professionals; Medical education; Exercise prescription; Narrative review; Reflexivity; Psychology; Medicine; Health care; Qualitative research; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.02258573,0.0009990799,0.002010751,0.01533808,0.003003944,0.008046399,0.001981058,0.002897091,0.003147396],"category_scores_gemma":[0.07634986,0.0008295256,0.001664137,0.014423,0.004402278,0.01044958,0.004607302,0.0026787,0.0005628116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008141234,"about_ca_system_score_gemma":0.0182681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006787013,"about_ca_topic_score_gemma":0.01363844,"domain_scores_codex":[0.9706454,0.01869541,0.00571611,0.001245089,0.002945699,0.0007522647],"domain_scores_gemma":[0.9415447,0.04491448,0.006760501,0.0007800964,0.005165033,0.0008351958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002501261,0.00007418944,0.004266587,0.3778423,0.0009382875,0.005009625,0.2680211,0.0002775271,0.0005756391,0.03739608,0.06317878,0.2421699],"study_design_scores_gemma":[0.00002532735,0.00007407369,0.00209866,0.5338525,0.0007595293,0.003042092,0.1182923,0.00008091144,0.0001610066,0.003156092,0.3383948,0.00006287505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007487678,0.9653533,0.001217751,0.0170204,0.00155882,0.0004887438,0.0003810555,0.00001385869,0.006478515],"genre_scores_gemma":[0.06672616,0.9190258,0.002672936,0.008070995,0.0007675111,0.001326681,0.0003417771,0.00002311967,0.001044991],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9846619,"threshold_uncertainty_score":0.1194462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05318323794888494,"score_gpt":0.3777111421884325,"score_spread":0.3245279042395475,"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."}}