{"id":"W2025314120","doi":"10.1080/02687038.2015.1006564","title":"“Who decides what criteria are important to consider in exploring the outcomes of conversation approaches? A participatory health research study”","year":2015,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Partenariat Canadien Contre Le Cancer","keywords":"Conversation; Psychology; Thematic analysis; Participatory action research; Stakeholder; Brainstorming; Focus group; Aphasia; Medical education; Citizen journalism; Conversation analysis; Competence (human resources); Applied psychology; Qualitative research; Public relations; Medicine; Computer science; Social psychology; Sociology; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00335405,0.0001204711,0.0003872103,0.0002136987,0.00009444294,0.00002709344,0.0003047627,0.00005189602,0.00001261939],"category_scores_gemma":[0.004143908,0.00007854798,0.0000352278,0.0003262988,0.000418369,0.0001962646,0.0002019371,0.0002626608,0.00001417971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004630587,"about_ca_system_score_gemma":0.0001527897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002370807,"about_ca_topic_score_gemma":0.0006858588,"domain_scores_codex":[0.9960942,0.002256149,0.0005122597,0.0004530012,0.0002207639,0.0004636319],"domain_scores_gemma":[0.9976515,0.001567461,0.0001575132,0.0004192088,0.00007539372,0.0001289428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000608854,0.00117625,0.6793637,0.00004522842,0.0000430521,0.001345901,0.2511611,0.00005165309,0.05627002,0.0009661255,0.001710605,0.007257593],"study_design_scores_gemma":[0.003958282,0.004457029,0.4948176,0.0001305218,0.00002290839,0.0002422203,0.3996995,0.0001589803,0.09047054,0.004156275,0.001375399,0.000510653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920937,0.0002032261,0.000003081427,0.006429908,0.0004667953,0.0007584,0.000003928304,0.00002080474,0.000020091],"genre_scores_gemma":[0.9960554,0.00006492218,0.00003249702,0.003614028,0.00003738657,0.0001689682,0.000001018367,0.00001086596,0.00001493538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.184546,"threshold_uncertainty_score":0.4960944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7684840890972898,"score_gpt":0.5036919288629372,"score_spread":0.2647921602343526,"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."}}