{"id":"W2992549338","doi":"","title":"Introduction of advanced life support to prehospital emergency medical services in Quebec: Can it work? Does it work? Should we do it? How should do we do it?","year":2012,"lang":"en","type":"article","venue":"Australasian Journal of Paramedicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Emergency medical services; Medical emergency; Advanced life support; Medicine; Engineering; Emergency medicine; Resuscitation; Mechanical engineering; Cardiopulmonary resuscitation","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":[0.006152709,0.0004472937,0.0004048254,0.0007457624,0.004489731,0.00604525,0.002438966,0.00411418,0.01196019],"category_scores_gemma":[0.01521592,0.0003932354,0.0008642413,0.001178676,0.002888388,0.00258075,0.002194047,0.006677911,0.0009043248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08042374,"about_ca_system_score_gemma":0.1674822,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9638286,"about_ca_topic_score_gemma":0.9835011,"domain_scores_codex":[0.9950154,0.001328044,0.0003070814,0.0004404312,0.001499596,0.001409376],"domain_scores_gemma":[0.9688668,0.002519784,0.001814015,0.0005001972,0.01260304,0.01369609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003697951,0.0006201142,0.146975,0.002225234,0.0002879795,0.001243956,0.007531231,0.002307449,0.001871571,0.01435422,0.4686986,0.3535148],"study_design_scores_gemma":[0.0002173578,0.0004697799,0.4277796,0.004305868,0.0001534425,0.0003723597,0.007087098,0.001128422,0.000424471,0.001292943,0.5565206,0.0002481023],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05225668,0.0183864,0.001009548,0.8829683,0.005948713,0.0002023856,0.001238069,0.0001692673,0.03782062],"genre_scores_gemma":[0.6323628,0.02536638,0.006161203,0.2800942,0.004401313,0.0003386326,0.001363128,0.0001839441,0.0497283],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08042374,"threshold_uncertainty_score":0.5835178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961691059850242,"score_gpt":0.3178851725771028,"score_spread":0.2982682619786004,"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."}}