{"id":"W7092226304","doi":"10.7939/82451","title":"Hard choices: A window into how and why care aides in long-term care homes mitigate missed care","year":2025,"lang":"en","type":"other","venue":"University of Alberta Library","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Window (computing); MEDLINE; Patient care; Window of opportunity; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000008886372,0.0002803532,0.0003958076,0.0003532231,0.00004606447,0.00003915744,0.0004430242,0.0004563742,0.0002318401],"category_scores_gemma":[0.00001338111,0.000332515,0.0001811669,0.0001403716,0.0001868148,0.00002376563,0.0004345848,0.000133077,0.000001524897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002228813,"about_ca_system_score_gemma":0.0001766117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004701965,"about_ca_topic_score_gemma":0.01304954,"domain_scores_codex":[0.9990354,0.00006301502,0.00009619562,0.0005462398,0.00008941362,0.0001697053],"domain_scores_gemma":[0.9992217,0.00001806761,0.0001373302,0.000496918,0.00005003566,0.00007598531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003130749,0.0001055118,0.3632496,0.01055397,0.001327597,0.0003244108,0.01639657,0.000002435776,0.02327335,0.00002650283,0.5725466,0.01188042],"study_design_scores_gemma":[0.001666717,0.0002428439,0.01346602,0.002246844,0.0004475436,0.000002793375,0.018547,0.000001312788,0.1242047,0.000008121593,0.8381681,0.000998045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2284787,0.1229432,0.0001295384,0.0009556457,0.00008112798,0.001340906,0.0002061096,0.0001895019,0.6456752],"genre_scores_gemma":[0.1193641,0.01533814,0.0047639,0.0005630313,0.0001596158,0.000002431382,0.00832176,0.0002868646,0.8512001],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3497836,"threshold_uncertainty_score":0.9999127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002939290569373425,"score_gpt":0.1872994167836106,"score_spread":0.1843601262142372,"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."}}