{"id":"W4285301554","doi":"10.1177/20543581221100292","title":"The Renal Community Photo Initiative: A Program Report in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Western University","keywords":"Photovoice; Participatory action research; Focus group; Agency (philosophy); Medicine; Medical education; Qualitative research; Participant observation; Citizen journalism; Thematic analysis; Public relations; Nursing; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002470984,0.0003116573,0.0004342154,0.001657307,0.01067814,0.003014633,0.001632562,0.0008631533,0.006012845],"category_scores_gemma":[0.003536056,0.0004106588,0.0003292214,0.003810269,0.001319698,0.0008236851,0.003038807,0.00124131,0.0006428852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09375365,"about_ca_system_score_gemma":0.2611458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955562,"about_ca_topic_score_gemma":0.9986438,"domain_scores_codex":[0.9964576,0.0002409649,0.00007906072,0.0002381128,0.001527491,0.001456629],"domain_scores_gemma":[0.9892033,0.0003544737,0.0004284428,0.0001389716,0.004620641,0.00525423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005367356,0.001200242,0.5872655,0.001305494,0.00008499311,0.002404165,0.07779391,0.0003035699,0.003579011,0.003635237,0.2025851,0.1193062],"study_design_scores_gemma":[0.00005139942,0.0001521181,0.7766094,0.0003288465,0.00003446846,0.0002365271,0.07828952,0.0002975251,0.0004228947,0.0001455042,0.1433681,0.0000637812],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8632045,0.002867728,0.001146871,0.01833054,0.0003023111,0.003500463,0.02804629,0.0003132969,0.08228786],"genre_scores_gemma":[0.9012069,0.003683118,0.003542107,0.005895099,0.0000966968,0.002045521,0.008573789,0.0001885708,0.07476819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09375365,"threshold_uncertainty_score":0.6802335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3724959599238659,"score_gpt":0.5476004963348033,"score_spread":0.1751045364109374,"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."}}