{"id":"W6945385233","doi":"10.25384/sage.25442488.v1","title":"sj-docx-1-jpc-10.1177_21501319241233173 – Supplemental material for Sex Workers in Canada Face Unequal Access to Healthcare: A Systems Thinking Approach","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Systems thinking; Primary care; Healthcare system; Health care; Work (physics); Community health workers; Face-to-face","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001447136,0.001172015,0.001039472,0.004854127,0.004598146,0.006876063,0.003635154,0.001748721,0.9252807],"category_scores_gemma":[0.02761265,0.00108763,0.0009207284,0.0122002,0.001060546,0.003247533,0.002857027,0.001853776,0.5464877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01012019,"about_ca_system_score_gemma":0.02139417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6724498,"about_ca_topic_score_gemma":0.7625976,"domain_scores_codex":[0.9988893,0.00007511116,0.00006914551,0.0001054028,0.0005719024,0.0002891029],"domain_scores_gemma":[0.9748937,0.007550933,0.0006712187,0.0009227312,0.01392711,0.002034129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000101626,0.000009777823,0.0001857317,0.0001420353,0.000001678191,0.000010272,0.00005558449,0.00003000835,0.00001169688,0.0002210261,0.9964863,0.002835736],"study_design_scores_gemma":[0.0001801235,0.0000188114,0.009723264,0.001066636,0.00001803123,0.00005773567,0.001382427,0.0002682208,0.0002174052,0.002167463,0.9848247,0.00007523934],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0002251644,0.00006912436,0.0003269174,0.001807876,0.0004058176,0.0002207922,0.9389544,0.001967888,0.05602201],"genre_scores_gemma":[0.01071577,0.0008599751,0.004967227,0.002604455,0.000479708,0.001322137,0.7216451,0.006242804,0.2511628],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9252807,"threshold_uncertainty_score":0.6589584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06095888587913828,"score_gpt":0.3421062062901077,"score_spread":0.2811473204109695,"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."}}