{"id":"W7110803327","doi":"10.1371/journal.pdig.0001064.s002","title":"Data sources and the codes in details.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Logistic regression; Odds; Odds ratio; Mental health; Retrospective cohort study; Cohort; Confidence interval; Cohort study","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":[0.003296039,0.001070711,0.001225755,0.00782348,0.00130997,0.001945344,0.002140302,0.001254391,0.2748325],"category_scores_gemma":[0.03749976,0.0005912362,0.0006975799,0.01635233,0.0004721647,0.001070443,0.00201353,0.001333194,0.08556605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00386449,"about_ca_system_score_gemma":0.01724923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2310227,"about_ca_topic_score_gemma":0.200297,"domain_scores_codex":[0.9960657,0.0007100239,0.001056164,0.0006512337,0.001011124,0.0005058231],"domain_scores_gemma":[0.9770684,0.007374103,0.002652239,0.002019868,0.009841555,0.001043734],"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":[0.0001555832,0.00003560661,0.005771289,0.001686286,0.0000269187,0.00006105359,0.0001900023,0.0002151293,0.00008392732,0.001528764,0.9779478,0.01229763],"study_design_scores_gemma":[0.0001536456,0.00002461433,0.01494872,0.002127958,0.00003049856,0.00009288401,0.0005629342,0.0002039392,0.0001281461,0.001618535,0.980069,0.00003905574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0003679359,0.000106003,0.0002839074,0.0001847342,0.00008619708,0.0003854186,0.9931497,0.0001191403,0.005317047],"genre_scores_gemma":[0.005346287,0.0007298285,0.003351749,0.0009464484,0.00008549922,0.00426622,0.9728516,0.0003317161,0.0120906],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2748325,"threshold_uncertainty_score":0.9194063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1678211671025373,"score_gpt":0.4364150342077911,"score_spread":0.2685938671052538,"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."}}