{"id":"W3154395346","doi":"10.12927/hcq.2021.26463","title":"Implementing Advance Care Planning Tools in Practice: A Modified World Café to Elicit Barriers and Recommendations from Potential Adopters","year":2021,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Credit Valley Hospital; Montreal General Hospital; Dalhousie University; McGill University; University of British Columbia; Ottawa Hospital; Simon Fraser University; Providence Health Care; McMaster University","funders":"","keywords":"Early adopter; Best practice; Palliative care; Advance care planning; Health care; Diversity (politics); Reflection (computer programming); Psychology; Nursing; Business; Medicine; Process management; Medical education; Political science; Marketing; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001835741,0.0001646658,0.0003872828,0.000194284,0.0001282918,0.00004172151,0.0000588622,0.00006678426,0.00005027369],"category_scores_gemma":[0.0003319402,0.0001826139,0.00005517453,0.0003922803,0.00002095186,0.0002649714,0.00003016475,0.0002807984,0.000003923828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000170876,"about_ca_system_score_gemma":0.0003392875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002771897,"about_ca_topic_score_gemma":0.004624626,"domain_scores_codex":[0.9982454,0.000172167,0.000510816,0.0004040337,0.000231484,0.0004360893],"domain_scores_gemma":[0.9985936,0.0003095577,0.0001523534,0.0002607695,0.0003558976,0.0003278168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009970203,0.00009424653,0.1493758,0.0008397396,0.0002284282,0.0009934611,0.23791,0.000107624,0.003588806,0.0009447655,0.001494591,0.6034255],"study_design_scores_gemma":[0.003903541,0.001176631,0.03400706,0.005517924,0.0001809395,0.00003909775,0.7748689,0.0002674877,0.001695516,0.000163517,0.1776656,0.0005138114],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9509107,0.009731558,0.002025844,0.03449127,0.0003859515,0.0006192894,0.000381467,0.0000577602,0.001396096],"genre_scores_gemma":[0.9758039,0.0002163448,0.01993485,0.003343618,0.0001643855,0.0000532727,0.0004080143,0.00002235286,0.00005330248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6029117,"threshold_uncertainty_score":0.7446779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08968019691561982,"score_gpt":0.4557076264791521,"score_spread":0.3660274295635323,"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."}}