{"id":"W4391315504","doi":"10.5114/hpc.2024.134586","title":"PHYSICAL ACTIVITY: PREVENTION AND SUPPORT IN THE FIGHT AGAINST DEPRESSION","year":2024,"lang":"en","type":"article","venue":"Health Problems of Civilization","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Psychology; Physical activity; Social support; Medicine; Psychiatry; Psychotherapist; Physical therapy","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":[0.001874049,0.0005318933,0.0006973266,0.001570655,0.00151195,0.003969281,0.0007550486,0.00308543,0.02019451],"category_scores_gemma":[0.005234418,0.0003348415,0.0008260797,0.001251841,0.001142218,0.002428045,0.003014969,0.005571777,0.008856036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001546184,"about_ca_system_score_gemma":0.004256593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004772026,"about_ca_topic_score_gemma":0.01304578,"domain_scores_codex":[0.9986046,0.0005290739,0.0001220574,0.0001237272,0.0004214691,0.0001992277],"domain_scores_gemma":[0.9978868,0.0004297023,0.0002431164,0.00008120162,0.0004114179,0.0009476221],"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":[0.00006768557,0.0002859258,0.002466718,0.001653574,0.00005796813,0.000101694,0.0006976322,0.0000537589,0.0002178158,0.007663891,0.5209151,0.4658184],"study_design_scores_gemma":[0.0001303909,0.0002353644,0.02924304,0.01010315,0.00009638492,0.0007150971,0.001772683,0.0001404253,0.0002523659,0.01201562,0.9452376,0.00005798932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004655093,0.3721068,0.001452831,0.5054783,0.02376005,0.0002074896,0.0006610145,0.0003219041,0.09135655],"genre_scores_gemma":[0.06508601,0.7452383,0.009010467,0.09317788,0.01630031,0.0006141066,0.00104558,0.0001351839,0.06939218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02019451,"threshold_uncertainty_score":0.06755733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03460627960368563,"score_gpt":0.3564041339746469,"score_spread":0.3217978543709613,"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."}}