{"id":"W4225154793","doi":"10.1111/jep.13692","title":"The Alliance for Healthier Communities as a Learning Health System for primary care: A qualitative analysis in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Access Alliance Multicultural Health and Community Services; Institute for Clinical Evaluative Sciences; Western University","funders":"Canadian Institutes of Health Research","keywords":"Alliance; Thematic analysis; Health care; Nursing; Qualitative research; Community health; Qualitative property; Psychology; Medicine; Medical education; Knowledge management; Public health; Sociology; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01713373,0.0004772632,0.000822999,0.003431828,0.02331811,0.006108993,0.00216534,0.001405045,0.00376238],"category_scores_gemma":[0.0188178,0.0006790817,0.0005263787,0.008895248,0.009173713,0.00206707,0.005139996,0.001785662,0.0001761919],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.215293,"about_ca_system_score_gemma":0.3114034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9844887,"about_ca_topic_score_gemma":0.9925802,"domain_scores_codex":[0.9887874,0.004361723,0.0004886388,0.0009091491,0.002327751,0.003125406],"domain_scores_gemma":[0.9758775,0.01077152,0.001660048,0.0005428632,0.007206828,0.003941123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004507854,0.0000328619,0.01810393,0.0004649298,0.000007158554,0.0008832351,0.9666411,0.0001193084,0.0003936817,0.00279459,0.002702734,0.007811452],"study_design_scores_gemma":[0.000009275526,0.00002866577,0.02845263,0.0006119793,0.00001092104,0.0000980916,0.9442884,0.0002004761,0.0001381236,0.0003248111,0.0258073,0.00002940978],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562612,0.003069486,0.003375496,0.008753835,0.0001122275,0.004045139,0.003007787,0.00004572439,0.02132913],"genre_scores_gemma":[0.9776937,0.001880471,0.004283775,0.001755136,0.00002208571,0.002293268,0.0006776804,0.00005263487,0.01134137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.215293,"threshold_uncertainty_score":0.9101489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.719763589181546,"score_gpt":0.7530899433929225,"score_spread":0.03332635421137642,"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."}}