{"id":"W2969006172","doi":"10.1177/2381468319868216","title":"Evolving Toward Shared HIV Care Using the Champlain BASE eConsult Service","year":2019,"lang":"en","type":"article","venue":"MDM Policy & Practice","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Champlain Regional College; Bruyère; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Thematic analysis; Specialty; Family medicine; Medicine; Human immunodeficiency virus (HIV); Service (business); Descriptive statistics; Nursing; Qualitative research; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006516141,0.0002536097,0.0002832952,0.0003294412,0.0004385262,0.0004811914,0.0005128357,0.0002016948,0.0003028944],"category_scores_gemma":[0.001677228,0.0002042196,0.00007623107,0.001045545,0.00003676432,0.002159207,0.0003911895,0.0004490914,0.002030744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002665703,"about_ca_system_score_gemma":0.000328968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1056924,"about_ca_topic_score_gemma":0.001837601,"domain_scores_codex":[0.998188,0.00009309921,0.0003915541,0.0004333301,0.0002914022,0.0006026207],"domain_scores_gemma":[0.9976228,0.0003057848,0.0004951627,0.0007469101,0.0008011904,0.00002817927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009141813,0.0006089521,0.1285049,0.0237669,0.0009681224,0.0005357001,0.06287839,0.001538454,0.009837236,0.5949014,0.04174879,0.133797],"study_design_scores_gemma":[0.0006278585,0.00001222327,0.001477989,0.0001525217,0.00007330893,0.00005965998,0.03706013,0.005195542,0.00004183342,0.0002617952,0.9546955,0.0003416857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6151646,0.002057873,0.0003827749,0.2019845,0.001538048,0.002234067,0.00005212333,0.0008453593,0.1757406],"genre_scores_gemma":[0.9704284,0.00001094047,0.0006309042,0.02654993,0.002063904,0.00002936126,0.00003431045,0.00005881708,0.000193395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9129466,"threshold_uncertainty_score":0.9987463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04055654128955927,"score_gpt":0.3136709920952005,"score_spread":0.2731144508056412,"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."}}