{"id":"W2912570550","doi":"10.5334/ijic.4166","title":"Risks Perceived by Frail Male Patients, Family Caregivers and Clinicians in Hospital: Do they Change after Discharge? A Multiple Case Study","year":2019,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of Ottawa; Université Laval; Université de Sherbrooke","funders":"Spinal Muscular Atrophy Foundation","keywords":"Thematic analysis; Medicine; Hospital discharge; Coping (psychology); Family caregivers; Qualitative research; Nursing; Family medicine; Psychiatry; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001432058,0.0002412611,0.0004091082,0.0003443406,0.00002322007,0.00006616634,0.0002379964,0.0001296723,0.0001714718],"category_scores_gemma":[0.0002494451,0.0001836135,0.0001490295,0.0001055583,0.00005087161,0.0003298445,0.000070009,0.0006514025,0.00002206652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006050876,"about_ca_system_score_gemma":0.0001319567,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007792606,"about_ca_topic_score_gemma":0.002418718,"domain_scores_codex":[0.9981498,0.0001016435,0.0006076478,0.0002828429,0.0006498869,0.0002081464],"domain_scores_gemma":[0.9975934,0.0001103397,0.0003066291,0.0001841964,0.001650078,0.0001553618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006555627,0.0007529477,0.9366102,0.00002083738,0.0002501536,0.004334837,0.04691635,0.000003778242,0.0001250353,5.217032e-7,0.000872271,0.009457505],"study_design_scores_gemma":[0.01078669,0.002728417,0.6632973,0.0008689789,0.00009924534,0.0008956222,0.3193461,0.00006891082,0.00003042251,0.000004070573,0.001643718,0.0002305526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956475,0.001001452,0.000003971494,0.0005645854,0.001313186,0.0008305223,0.0004191858,0.0000129421,0.0002066172],"genre_scores_gemma":[0.9989808,0.0002247692,0.00007528798,0.0002906561,0.0001296633,0.0000312338,0.00007919429,0.00003524504,0.0001531353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2733129,"threshold_uncertainty_score":0.9988146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019295542464549,"score_gpt":0.3009244130440555,"score_spread":0.2816288705795065,"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."}}