{"id":"W3188913859","doi":"10.1016/j.psc.2021.04.011","title":"Depression Assessment","year":2021,"lang":"en","type":"review","venue":"Psychiatric Clinics of North America","topic":"Sports injuries and prevention","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Depression (economics); Psychiatry; Athletes; Mood; Population; Mental illness; Psychology; Major depressive disorder; Mental health; Medicine; Clinical psychology; Physical therapy; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.000522121,0.0008930091,0.00180165,0.001939405,0.0002039255,0.0005697224,0.0006920178,0.0004914021,0.01468417],"category_scores_gemma":[0.001350647,0.0001752845,0.001126421,0.001177091,0.0001400169,0.0003596915,0.0004300275,0.0008759078,0.002634201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003624877,"about_ca_system_score_gemma":0.0008644501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003199034,"about_ca_topic_score_gemma":0.0136312,"domain_scores_codex":[0.9997645,0.00006052183,0.00004936969,0.00003866227,0.00006844562,0.00001854896],"domain_scores_gemma":[0.9996856,0.000108881,0.00007478327,0.00001095241,0.000091206,0.00002849918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002805381,0.0001352335,0.001119939,0.01600507,0.0007326141,0.00006276635,0.00002301949,0.00005498175,0.0004490941,0.0003385266,0.04091658,0.9398815],"study_design_scores_gemma":[0.004027674,0.001746948,0.06826003,0.1047197,0.01191587,0.004169072,0.0003281432,0.0006406608,0.002003054,0.004007687,0.7980559,0.0001252734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001487524,0.9827487,0.0007513973,0.0008148798,0.000590665,0.0003568485,0.001000646,0.00007240654,0.01217695],"genre_scores_gemma":[0.02177615,0.958773,0.002951324,0.002680023,0.0006008342,0.0004575799,0.001900576,0.00001177523,0.01084871],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01468417,"threshold_uncertainty_score":0.04912347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0399820528768051,"score_gpt":0.4338646893179147,"score_spread":0.3938826364411095,"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."}}