{"id":"W4393943302","doi":"10.1177/27536386241244786","title":"Portrayals of a profession: Reflecting on media depictions of paramedics","year":2024,"lang":"en","type":"article","venue":"Paramedicine","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Canadian Virtual University","funders":"","keywords":"Medical profession; Psychology; Medical education; Medicine","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":[0.003206326,0.0008520603,0.0003177674,0.002170992,0.01160951,0.008051364,0.0006741433,0.004945883,0.006086253],"category_scores_gemma":[0.01695778,0.0004453952,0.0003745038,0.001308475,0.003410114,0.004376656,0.00513008,0.008282029,0.001438746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002966537,"about_ca_system_score_gemma":0.001174735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007561058,"about_ca_topic_score_gemma":0.013475,"domain_scores_codex":[0.9966424,0.001917146,0.000102883,0.0001600669,0.0007068657,0.0004707007],"domain_scores_gemma":[0.9868504,0.00823373,0.001938619,0.0002630341,0.001407176,0.001307034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002655578,0.00007510388,0.01340071,0.000423754,0.00005851969,0.003093955,0.9052056,0.0001343901,0.002778425,0.008815315,0.05101259,0.01473616],"study_design_scores_gemma":[0.00001932034,0.0001062504,0.01209234,0.0008173934,0.00004470727,0.00183119,0.7097955,0.000294458,0.001071214,0.001011648,0.2728432,0.00007271482],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7329473,0.005317532,0.001282544,0.08790972,0.005727931,0.00007724945,0.0005248408,0.00008971508,0.1661232],"genre_scores_gemma":[0.9637612,0.003027417,0.0002894443,0.01125797,0.003242772,0.00005114275,0.0001224918,0.000134433,0.01811307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01160951,"threshold_uncertainty_score":0.02152383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021256786226185,"score_gpt":0.4470114024937866,"score_spread":0.3448857238711681,"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."}}