{"id":"W2084586554","doi":"10.1258/jhsrp.2007.007015","title":"Bridging the Gap between Primary and Secondary Care: Use of a Clinical Pathway for the Investigation and Management of Deep Vein Thrombosis","year":2008,"lang":"en","type":"article","venue":"Journal of Health Services Research & Policy","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Deep vein; Emergency department; Post-thrombotic syndrome; Thrombosis; Emergency medicine; Surgery; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.01039748,0.00008903369,0.0005159359,0.00021706,0.0002917703,0.00002475367,0.0001731246,0.00005933466,0.000005195981],"category_scores_gemma":[0.001016231,0.00005231024,0.0001016875,0.0003493464,0.0003688964,0.0003268009,0.000183326,0.0006045105,2.566182e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001085279,"about_ca_system_score_gemma":0.001344646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003069595,"about_ca_topic_score_gemma":0.0002166968,"domain_scores_codex":[0.9957539,0.0008233313,0.002183725,0.0001473615,0.0008155431,0.0002761383],"domain_scores_gemma":[0.9906314,0.006397686,0.001398232,0.000267579,0.001076388,0.0002287401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009823014,0.0001695213,0.2765461,0.009569905,0.0006623671,0.00001000005,0.01221632,0.00001563796,0.0002675588,0.0003134472,0.001604423,0.6976424],"study_design_scores_gemma":[0.002425959,0.001523122,0.9828324,0.0006026248,0.0001119498,0.00004353465,0.00618694,0.000651867,0.00009628802,0.0002922165,0.005191409,0.00004162926],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9461485,0.002803015,0.0004008934,0.04944372,0.00004694247,0.00109319,0.00003222087,0.000002857979,0.00002867967],"genre_scores_gemma":[0.9731589,0.0173786,0.00432243,0.004424017,0.0006589032,0.00001143046,0.0000179959,0.00001589166,0.00001185261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7062863,"threshold_uncertainty_score":0.464033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5761490699361911,"score_gpt":0.5990227014179564,"score_spread":0.02287363148176536,"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."}}