{"id":"W4285038689","doi":"10.18231/j.ijnmhs.2022.013","title":"Comparison of pain, posture, physical activity and sleep quality of undergraduate and graduate students of health sciences","year":2022,"lang":"en","type":"article","venue":"IP Journal of Nutrition Metabolism and Health Science","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sleep quality; Affect (linguistics); Psychology; Pittsburgh Sleep Quality Index; Physical activity; Physical therapy; Sleep (system call); Graduate students; Quality (philosophy); Medicine; Medical education; Pedagogy; Insomnia; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005034803,0.0001655134,0.0002928913,0.0005123697,0.0002960158,0.0003827389,0.000117258,0.0003268689,0.0023879],"category_scores_gemma":[0.001460239,0.0001219442,0.0002604627,0.0003811402,0.0001540392,0.0002274284,0.0003791839,0.0003322382,0.0003775342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001413328,"about_ca_system_score_gemma":0.0002651908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001365354,"about_ca_topic_score_gemma":0.00341409,"domain_scores_codex":[0.9996551,0.00006121233,0.00003315404,0.00003612357,0.0001162594,0.00009806939],"domain_scores_gemma":[0.9991741,0.00009917661,0.0001998112,0.00002950197,0.0001345356,0.000362883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009914653,0.0002386647,0.9919469,0.00002446541,0.00002837942,0.00005178956,0.0004529268,0.000008760859,0.0007815562,0.00001362069,0.00008816879,0.006265638],"study_design_scores_gemma":[0.000002536845,0.0003783567,0.998939,0.000004023662,0.000005480704,0.00008611118,0.0004064301,0.00001444534,0.00004046089,0.000006347338,0.0001156483,0.000001193021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995162,0.0001386392,0.000027503,0.00002152703,0.0000060609,0.000004843488,0.0000341989,7.194549e-7,0.0002501626],"genre_scores_gemma":[0.9993256,0.0001169718,0.00004703071,0.00004261471,0.00001214757,0.000006521138,0.00009080428,5.253018e-7,0.0003577695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0023879,"threshold_uncertainty_score":0.007988334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2845585844578894,"score_gpt":0.5707410941802737,"score_spread":0.2861825097223843,"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."}}