{"id":"W2892484735","doi":"10.1111/hex.12823","title":"How does it feel to be a problem? Patients’ experiences of self‐management support in New Zealand and Canada","year":2018,"lang":"en","type":"article","venue":"Health Expectations","topic":"Diabetes Management and Education","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"Health Research Council of New Zealand; Canadian Institutes of Health Research","keywords":"Thematic analysis; Self-management; Social support; Qualitative research; Psychology; Taxonomy (biology); Nursing; Health care; Medicine; Knowledge management; Social psychology; Computer science; Sociology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004925347,0.00007350092,0.0001427991,0.0001627576,0.00006597393,0.00001854331,0.00004337406,0.00001347812,0.00006444989],"category_scores_gemma":[0.00002388586,0.00005988605,0.000009751255,0.0002382482,0.00002204985,0.00008383586,0.00002243616,0.00002930774,0.000001651798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001209697,"about_ca_system_score_gemma":0.0005343944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06491833,"about_ca_topic_score_gemma":0.3697318,"domain_scores_codex":[0.9991854,0.00001608726,0.0002139732,0.0001742048,0.0001976679,0.0002126188],"domain_scores_gemma":[0.9995176,0.00001868945,0.00008156902,0.0001219771,0.00006876455,0.0001914626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000297964,0.0002785019,0.119719,0.0003410021,0.00003273303,0.000001239355,0.4608235,4.25738e-7,0.000003667164,0.0004513868,0.4131874,0.005131291],"study_design_scores_gemma":[0.00182417,0.001140967,0.2534555,0.0001781961,0.0000362742,4.915457e-7,0.5191193,0.0000270722,0.0001279853,0.0001056885,0.2238029,0.0001814798],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9468127,0.00003129738,0.00001776525,0.05013302,0.0002438483,0.0009448774,0.000003925143,0.00001685502,0.001795657],"genre_scores_gemma":[0.9843821,0.00002282703,0.004275519,0.002782516,0.00006780583,0.0002260062,0.00004234858,0.000007488615,0.008193417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3048135,"threshold_uncertainty_score":0.9413084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560335344225935,"score_gpt":0.2872909863887827,"score_spread":0.2716876329465234,"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."}}