{"id":"W6976963887","doi":"10.6084/m9.figshare.19401947.v1","title":"Additional file 1 of Exploring the impact of COVID-19 on substance use patterns and service access of street involved individuals in Kingston, Ontario: a qualitative study","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Qualitative research; Service (business); Qualitative analysis; Service provider; Substance use","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002594867,0.0003169058,0.0007022343,0.002349186,0.003639703,0.001495272,0.001460566,0.0006769584,0.6459654],"category_scores_gemma":[0.02417256,0.0004795698,0.0004663744,0.005986706,0.000647439,0.001510498,0.001572364,0.0006692181,0.04243674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01066899,"about_ca_system_score_gemma":0.01660192,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6695829,"about_ca_topic_score_gemma":0.8196527,"domain_scores_codex":[0.999097,0.0002325993,0.0001077087,0.00009370567,0.0002642847,0.0002047163],"domain_scores_gemma":[0.9695947,0.02058595,0.001019956,0.0009348384,0.006518085,0.001346623],"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":[0.0000670831,0.00006920667,0.005562321,0.00140014,0.000006438709,0.0000892099,0.007893692,0.00009840868,0.0000507762,0.0008516646,0.9758553,0.008055874],"study_design_scores_gemma":[0.0008955107,0.0001587034,0.1385571,0.004922754,0.00005145185,0.0001990042,0.05460084,0.0004988409,0.0002875683,0.002319084,0.7973673,0.0001417473],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.003631417,0.00003901161,0.0002520965,0.0007845256,0.00004269446,0.0008805936,0.9822947,0.0001063153,0.01196866],"genre_scores_gemma":[0.1030512,0.001102435,0.008863621,0.003201629,0.0001580525,0.04343326,0.6586656,0.0007699077,0.1807543],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6459654,"threshold_uncertainty_score":0.664726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3599166595001189,"score_gpt":0.479272192749876,"score_spread":0.1193555332497571,"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."}}