{"id":"W4200624459","doi":"10.1186/s12998-021-00409-x","title":"Risk factors for low back pain in active military personnel: a systematic review","year":2021,"lang":"en","type":"review","venue":"Chiropractic & Manual Therapies","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; Canadian Memorial Chiropractic College","funders":"","keywords":"Medicine; Low back pain; Marital status; Physical therapy; Active duty; Military personnel; Population; Cohort study; Cohort; Rehabilitation; Internal medicine; Environmental health; Alternative medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005391064,0.0008344501,0.004957969,0.0002775608,0.0008464609,0.00001417503,0.000466262,0.0006742078,0.001109255],"category_scores_gemma":[0.006686371,0.0005741778,0.0008659019,0.000582864,0.00006992251,0.0003714366,0.00009731835,0.002305805,0.0006099192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007020158,"about_ca_system_score_gemma":0.001668889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003635566,"about_ca_topic_score_gemma":0.0002105796,"domain_scores_codex":[0.9882023,0.007049773,0.002551105,0.0007683564,0.0004621478,0.0009662852],"domain_scores_gemma":[0.9821383,0.01432105,0.002140366,0.0008608489,0.0002996578,0.0002397861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000401649,0.0001147014,0.00005039539,0.9217963,0.0003215828,0.000004857825,0.004745103,2.597118e-7,6.504421e-9,0.00003754238,0.002440852,0.07044822],"study_design_scores_gemma":[0.000287546,0.0001405049,0.00004364401,0.5829227,0.00069879,0.000004417778,0.005510142,0.00001708084,2.015238e-8,0.00003675306,0.4099433,0.000395112],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001923943,0.9835996,0.00003442122,0.0002072592,0.0009021327,0.01391199,0.0008834409,0.00005793147,0.0002108031],"genre_scores_gemma":[0.00001581557,0.9895596,0.0004021867,0.001419859,0.0004723978,0.005131645,0.001253027,0.0001352004,0.001610304],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4075024,"threshold_uncertainty_score":0.9999959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1297086230889501,"score_gpt":0.4766518294533759,"score_spread":0.3469432063644257,"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."}}