{"id":"W4364377164","doi":"10.1080/10872981.2023.2200586","title":"Healthcare providers and patients: an essay on the importance of professional assertiveness in healthcare today","year":2023,"lang":"en","type":"article","venue":"Medical Education Online","topic":"Ethics in medical practice","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Unit on Children's Psychosocial Maladjustment; Université de Montréal; Centre Integre de Sante et de Services Sociaux de Laval","funders":"Université de Montréal","keywords":"Health care; Assertiveness; Health professionals; Psychology; Nursing; Medicine; Medical education; Political science; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008034305,0.0001495057,0.0002891324,0.0001601636,0.0005514244,0.000004536059,0.0003352326,0.0004757754,0.0004337073],"category_scores_gemma":[0.05128203,0.00009839898,0.00002475521,0.0007285686,0.0003020573,0.0001806952,0.0001363817,0.004034742,0.00003031527],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002440345,"about_ca_system_score_gemma":0.009117904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001449735,"about_ca_topic_score_gemma":0.00648817,"domain_scores_codex":[0.9920409,0.004849351,0.0009422818,0.0003947045,0.001341214,0.0004315582],"domain_scores_gemma":[0.9905591,0.007423278,0.000447418,0.0004397822,0.0006302443,0.000500156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000151057,0.002465124,0.9073324,0.001137779,0.000007819343,0.000002947809,0.009071108,7.750312e-7,0.000003670622,0.05194062,0.007676157,0.02021057],"study_design_scores_gemma":[0.0008115679,0.0002422511,0.941652,0.002312573,0.000005858137,5.560261e-7,0.02677332,0.0004404185,0.000003269487,0.0222217,0.005406774,0.0001296959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5870839,0.00009647399,0.000003904882,0.4105494,0.001306967,0.0007665846,0.00002503956,0.00003911378,0.0001286186],"genre_scores_gemma":[0.9315071,0.0002388141,0.0001412276,0.06639432,0.0003419405,0.000387099,0.0004620118,0.00002685286,0.0005006674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3444231,"threshold_uncertainty_score":0.998263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08778958129718077,"score_gpt":0.5397100156621514,"score_spread":0.4519204343649706,"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."}}