{"id":"W4320151249","doi":"10.5114/hpc.2022.121835","title":"PHYSICAL ACTIVITY AND PSYCHOLOGICAL WELL-BEING OF HUNGARIAN ATHLETES AND SPORTS PROFESSIONALS: CHALLENGES AND OPPORTUNITIES IN HUNGARIAN SPORTS SECTOR – SUMMARY","year":2022,"lang":"en","type":"article","venue":"Health Problems of Civilization","topic":"Diverse Approaches in Healthcare and Education Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Civilization; Athletes; Health professionals; Psychology; Sociology; Medicine; Political science; Physical therapy; Health care; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000950537,0.0001240464,0.0004560193,0.0001822138,0.0001686092,0.000003269909,0.0000304919,0.00005951067,0.00002239702],"category_scores_gemma":[0.0000462393,0.0001150671,0.00002116503,0.0001118064,0.0001540992,0.0001085892,0.0001199393,0.0002117883,3.346162e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003961965,"about_ca_system_score_gemma":0.0001484768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009590122,"about_ca_topic_score_gemma":0.00009593352,"domain_scores_codex":[0.9986019,0.0002141895,0.0003501474,0.0003099906,0.0003289081,0.0001949061],"domain_scores_gemma":[0.999222,0.0001343849,0.0003109303,0.0001364921,0.00007582193,0.0001203121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006123689,0.004412017,0.4422123,0.02556626,0.00007449312,0.00002165229,0.1204647,0.00002221654,0.000287852,0.02129918,0.0004868069,0.3845401],"study_design_scores_gemma":[0.000964013,0.001111659,0.9664255,0.002235949,0.00003271603,0.000037323,0.02444271,0.0003402483,0.00005220113,0.003082228,0.00111273,0.0001627482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795864,0.01116402,0.000008505775,0.006727403,0.0001086857,0.0008063521,0.000006270751,0.00001954145,0.001572798],"genre_scores_gemma":[0.963436,0.03590307,0.0001318644,0.0002855887,0.0000438509,0.00008841442,0.00002634098,0.00001178853,0.00007309475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5242131,"threshold_uncertainty_score":0.4692301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1693933627024997,"score_gpt":0.3757853332714735,"score_spread":0.2063919705689738,"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."}}