{"id":"W3024660681","doi":"10.1186/s12875-020-01159-0","title":"Specialist LINK and primary care network clinical pathways - a new approach to patient referral: a cross-sectional survey of awareness, utilization and usability among family physicians in Calgary","year":2020,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"Qatar National Library","keywords":"Medicine; Specialty; Cross-sectional study; Family medicine; Referral; Odds ratio; Odds; Confidence interval; Primary care; Nursing; Logistic regression","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002017565,0.0001482453,0.0002055973,0.0009062531,0.0006801423,0.0008728972,0.0004419658,0.0006214995,0.001249671],"category_scores_gemma":[0.007073919,0.0003684405,0.0002101442,0.001199447,0.0004841081,0.0007531066,0.0009336412,0.0006097555,0.0001746239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002431618,"about_ca_system_score_gemma":0.001919763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06694564,"about_ca_topic_score_gemma":0.1168913,"domain_scores_codex":[0.9980547,0.000621408,0.0002876296,0.0002149505,0.000557264,0.0002639528],"domain_scores_gemma":[0.9936016,0.001538231,0.002982084,0.0001709405,0.0007196623,0.000987433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001777707,0.00006967849,0.9923525,0.0000413786,0.00001356664,0.0001301175,0.003300927,0.00002838821,0.0001933711,0.000007077998,0.0002178285,0.003627325],"study_design_scores_gemma":[0.000001807583,0.00009236865,0.9965029,0.00001663367,0.000003397101,0.0001086877,0.002994644,0.00004874765,0.00002575169,0.000002481254,0.0001998638,0.000002715554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993274,0.0001298711,0.00002607149,0.0001322712,0.000001805397,0.00002821411,0.0001203035,0.00000188759,0.0002321459],"genre_scores_gemma":[0.9990931,0.000274053,0.0001689872,0.0001622031,0.000005222271,0.00003391335,0.0001141503,9.49415e-7,0.0001474927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06694564,"threshold_uncertainty_score":0.133112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2547888711074351,"score_gpt":0.3600440203492015,"score_spread":0.1052551492417664,"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."}}