{"id":"W2468434560","doi":"10.1080/10410236.2016.1172290","title":"A Typology of ICU Patients and Families from the Clinician Perspective: Toward Improving Communication","year":2016,"lang":"en","type":"article","venue":"Health Communication","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto","funders":"Gordon and Betty Moore Foundation","keywords":"Typology; Perspective (graphical); Medicine; Intensive care unit; MEDLINE; Nursing; Psychology; Intensive care medicine; Sociology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01722001,0.0007998423,0.0006391783,0.004322904,0.01656082,0.008808198,0.001955885,0.004090917,0.002569154],"category_scores_gemma":[0.03472658,0.0004581646,0.0004700302,0.002625282,0.01364164,0.01356368,0.009113353,0.003380543,0.0002949543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005932649,"about_ca_system_score_gemma":0.00814653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007536334,"about_ca_topic_score_gemma":0.008618346,"domain_scores_codex":[0.963626,0.03111538,0.001175036,0.001097129,0.001748922,0.001237476],"domain_scores_gemma":[0.9761519,0.01660666,0.002704503,0.001211759,0.001610815,0.00171434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002732653,0.00003994465,0.01378006,0.0001592653,0.000008960762,0.001718131,0.9601023,0.0001404176,0.0003568474,0.008094442,0.001337604,0.01423465],"study_design_scores_gemma":[0.000008251591,0.00004454485,0.002710985,0.0002431592,0.000006564459,0.002112723,0.9761035,0.0002954632,0.0001895968,0.005919208,0.01234307,0.00002287486],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8942719,0.003305905,0.02971156,0.03586907,0.0003516313,0.0004024708,0.0001182819,0.0001094279,0.03585989],"genre_scores_gemma":[0.9854504,0.001141225,0.009915778,0.001997971,0.00006087497,0.0002690195,0.00003660713,0.00002979384,0.001098439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01722001,"threshold_uncertainty_score":0.09106928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047970757677621,"score_gpt":0.4268741281790846,"score_spread":0.3220770524113225,"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."}}