{"id":"W6977609354","doi":"10.6084/m9.figshare.c.5984180","title":"The relative impact of barriers to care among military health services personnel: exploring differences using context specific scenarios","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Social and Behavioral Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Mental health; Staffing; Health care; Context (archaeology); Odds; Respondent; Workload; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001005643,0.0002655105,0.0004524042,0.0000964702,0.002927617,0.00005300572,0.0005554644,0.0001261205,0.1510662],"category_scores_gemma":[0.0001867965,0.0001915287,0.0002901353,0.0004158019,0.0001125285,0.0001312677,0.0002571928,0.0002822125,0.00004863706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007255977,"about_ca_system_score_gemma":0.0005501705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1391928,"about_ca_topic_score_gemma":0.1262131,"domain_scores_codex":[0.9980938,0.0003037468,0.0002239152,0.0003421,0.0005646748,0.0004718064],"domain_scores_gemma":[0.9989767,0.0001591133,0.000272297,0.0001888487,0.0001194574,0.0002835902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001763106,0.00001457752,0.02516352,0.0002345318,0.0001531007,0.000006636452,0.611791,0.000006133928,4.991988e-7,0.00002008556,0.356522,0.006070311],"study_design_scores_gemma":[0.00007315427,0.00009475526,0.01212292,0.002091029,0.00001486035,7.180481e-8,0.6673585,9.57992e-7,3.099835e-7,0.000006882484,0.3180076,0.000228969],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2276277,0.1701444,1.447758e-7,0.0005337381,0.001937487,0.005635892,0.5112975,0.000609141,0.08221397],"genre_scores_gemma":[0.9542725,0.002171737,0.00003920201,0.0001847176,0.002009301,0.001170153,0.01027409,0.0004459893,0.02943229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7266448,"threshold_uncertainty_score":0.9983704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1525223559993299,"score_gpt":0.3550864902410152,"score_spread":0.2025641342416853,"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."}}