{"id":"W7116104508","doi":"10.2196/preprints.88921","title":"Co-Building Hospital at Home: Qualitative Descriptive Thematic Analysis of a pan-Canadian Community Participatory Workshop Series (Preprint)","year":2025,"lang":"","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Qualitative research; Public hospital; Citizen journalism; Descriptive statistics; Participant observation; Participatory action research; Work (physics); Health care","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":[0.02660368,0.001042973,0.001125717,0.003170623,0.02278649,0.005810744,0.004092283,0.001787698,0.004586848],"category_scores_gemma":[0.02357214,0.0008124157,0.0005952768,0.006752779,0.01227286,0.002992805,0.008193562,0.002948516,0.0004250732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05456731,"about_ca_system_score_gemma":0.07940558,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6306723,"about_ca_topic_score_gemma":0.7236208,"domain_scores_codex":[0.9844537,0.009387928,0.0004168421,0.001011101,0.001692642,0.003037787],"domain_scores_gemma":[0.9754487,0.01445314,0.001211663,0.0008725725,0.005530687,0.002483282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003558278,0.00004290257,0.001003455,0.0002088619,0.00000246176,0.0003271217,0.9913362,0.00004906318,0.0004564116,0.001062143,0.001229063,0.004246694],"study_design_scores_gemma":[0.000004539507,0.00001298549,0.001581284,0.0001494767,0.000003069265,0.00003201192,0.9897592,0.00005295884,0.0002069467,0.0001693626,0.008016643,0.0000115834],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9512451,0.001221002,0.007062064,0.005820197,0.0002385734,0.006141169,0.001895414,0.00009603766,0.02628049],"genre_scores_gemma":[0.9713939,0.001198529,0.006086844,0.001398435,0.00003066249,0.005183175,0.0006090563,0.0001025338,0.0139969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3693277,"threshold_uncertainty_score":0.7430054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07576019245482282,"score_gpt":0.3818714769932649,"score_spread":0.3061112845384421,"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."}}