{"id":"W6962815954","doi":"10.17605/osf.io/ntcs9","title":"Identification of Communication Hurdles during Preoperative Anesthesia Assessment Through a Patients Perspective (the iCHaAt study)","year":2020,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Diverse Topics in Contemporary Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Identification (biology); Measure (data warehouse); Focus (optics); Regional anesthesia; Patient assessment; Preoperative 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":[0.005003887,0.0002000901,0.0002911102,0.001117351,0.001309919,0.00171124,0.0004331013,0.000470062,0.00141835],"category_scores_gemma":[0.01570477,0.0002794528,0.0004488713,0.000929822,0.0005815307,0.001208797,0.001871279,0.001238098,0.0002509929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008706652,"about_ca_system_score_gemma":0.002907027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01423997,"about_ca_topic_score_gemma":0.02898188,"domain_scores_codex":[0.996231,0.001647376,0.000454331,0.0002147803,0.0009174129,0.0005350204],"domain_scores_gemma":[0.9874119,0.00400558,0.005204014,0.000701183,0.001436878,0.001240522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001672717,0.0002947886,0.9213184,0.0001377219,0.00007761755,0.0004621618,0.06013562,0.00003002798,0.0005228274,0.0002185404,0.0008361809,0.01579888],"study_design_scores_gemma":[0.00001368572,0.0003957958,0.9376774,0.00008716065,0.00003966193,0.0005608755,0.05881463,0.00007604441,0.0002003851,0.00006099796,0.002044372,0.00002899945],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980692,0.0001347019,0.0001274289,0.000139733,0.00001149836,0.00006220712,0.0001359085,0.000001499604,0.001317849],"genre_scores_gemma":[0.9983631,0.0003079209,0.0003648631,0.0001802147,0.00002678318,0.0001394924,0.0001672345,0.000002889407,0.000447458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01423997,"threshold_uncertainty_score":0.02831417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05555471043219353,"score_gpt":0.3675076597074488,"score_spread":0.3119529492752553,"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."}}