{"id":"W4402477955","doi":"10.1111/hex.70021","title":"Building Relationships, Forming Collaborations: Lessons Learned From an Unconference Seeking to Cultivate Solutions in Healthcare","year":2024,"lang":"en","type":"article","venue":"Health Expectations","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Chinook Regional Hospital; Alberta Health Services; University of Lethbridge","funders":"","keywords":"Health care; Stakeholder; Thematic analysis; Public relations; Space (punctuation); Psychology; Medical education; Political science; Sociology; Qualitative research; Medicine; Computer science; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009235656,0.0002618834,0.0003476085,0.000931049,0.003839433,0.0001337057,0.0002347705,0.000261403,0.0002280481],"category_scores_gemma":[0.00109571,0.0002769585,0.00005350974,0.003197939,0.00003810897,0.001014623,0.00008252331,0.001357654,0.0006178946],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001815096,"about_ca_system_score_gemma":0.00943329,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008383022,"about_ca_topic_score_gemma":0.05708709,"domain_scores_codex":[0.9948223,0.001866523,0.001278321,0.0007535724,0.0004051291,0.0008741022],"domain_scores_gemma":[0.996594,0.001497294,0.0002444526,0.0004591972,0.0006845839,0.0005204354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007600842,0.0001780357,0.004943125,0.0002470576,0.0000253246,0.00000496037,0.1884395,0.0007681876,0.001430246,0.7786045,0.01191218,0.01337085],"study_design_scores_gemma":[0.001430525,0.0003507024,0.07364541,0.00762589,0.00004224259,0.000003964016,0.6048086,0.06176469,0.00006359438,0.1359942,0.1130823,0.001187956],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1358199,0.004275701,0.10095,0.7445855,0.006909282,0.00418701,0.0007660852,0.001099732,0.001406803],"genre_scores_gemma":[0.9652611,0.0001120657,0.02498147,0.004973564,0.0004968175,0.002287273,0.0008050357,0.00006329759,0.001019359],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8294412,"threshold_uncertainty_score":0.9999682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2688373560460636,"score_gpt":0.5358599237013163,"score_spread":0.2670225676552527,"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."}}