{"id":"W1816094117","doi":"10.33151/ajp.6.2.451","title":"Why Paramedics Require “Theories-Of-Practice”","year":2008,"lang":"en","type":"article","venue":"Australasian Journal of Paramedicine","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health and Long Term Care","funders":"","keywords":"Psychological intervention; Identification (biology); Perspective (graphical); Health care; Medicine; Value (mathematics); Medical education; Nursing; Psychology; Computer science; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002287458,0.0002046614,0.0007033308,0.0002184553,0.0004317685,0.000004852966,0.0003535847,0.000255619,0.001567802],"category_scores_gemma":[0.003766086,0.0001485687,0.0001323485,0.0003970535,0.00052938,0.0008677914,0.00003015616,0.001785873,0.00005436546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007886056,"about_ca_system_score_gemma":0.0006220065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009480028,"about_ca_topic_score_gemma":0.000005447153,"domain_scores_codex":[0.9962811,0.0007337019,0.0015401,0.0001571732,0.000787307,0.0005005824],"domain_scores_gemma":[0.9935449,0.002467483,0.002481363,0.0003403454,0.0007671126,0.000398822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003052486,0.0007042771,0.07151446,0.0004982211,0.0006389393,0.003064097,0.0341813,0.00007027276,0.0009920492,0.01410405,0.8556309,0.01554899],"study_design_scores_gemma":[0.003064248,0.002104536,0.009605601,0.00171141,0.0003356949,0.002772053,0.02017442,0.00001292155,0.0001319346,0.004567644,0.9553268,0.0001927642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5881938,0.005818957,0.008544777,0.2767395,0.01558432,0.0009876025,0.00002850623,0.00009346697,0.1040091],"genre_scores_gemma":[0.9831892,0.001465086,0.005533797,0.004880205,0.002099559,0.000003388712,0.000004227024,0.00003320419,0.002791394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3949954,"threshold_uncertainty_score":0.9993449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06371942501208099,"score_gpt":0.4428993300112558,"score_spread":0.3791799049991748,"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."}}