{"id":"W4384626362","doi":"10.1002/mus.27935","title":"What do people affected by amyotrophic lateral sclerosis want from health communications? Evidence from the <scp>ALS</scp> Talk Project","year":2023,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Alberta","funders":"ALS Society of Canada","keywords":"Amyotrophic lateral sclerosis; Focus group; Health communication; Psychology; Health care; Medicine; Disease; Communication","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001147312,0.0004494026,0.0007947542,0.00017109,0.0007550412,0.0006623673,0.001489284,0.00023895,0.0002313192],"category_scores_gemma":[0.0009346434,0.0003128998,0.000293912,0.001915662,0.0003094119,0.0008042517,0.001196459,0.001077341,0.0006345285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000451371,"about_ca_system_score_gemma":0.0004169914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05796064,"about_ca_topic_score_gemma":0.002951877,"domain_scores_codex":[0.9946954,0.001178413,0.0007432133,0.0009297028,0.001291392,0.001161884],"domain_scores_gemma":[0.9936691,0.002431734,0.0002977554,0.002920664,0.0002582385,0.0004224888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001585308,0.000936699,0.05087069,0.0002351514,0.0006441789,0.00009185287,0.03095143,0.00003446684,0.4157567,0.00003936196,0.4241888,0.07609216],"study_design_scores_gemma":[0.001539384,0.0004777403,0.980984,0.002706672,0.00008040635,0.00000529811,0.001915801,0.00387744,0.0007392687,0.0002115198,0.007303022,0.0001594572],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9468195,0.01264471,0.00003749244,0.03726278,0.0003894605,0.001931226,0.0004026781,0.0004861831,0.00002599693],"genre_scores_gemma":[0.9592468,0.03574404,0.0004643851,0.001611591,0.0003993939,0.0004694287,0.0014417,0.0001167877,0.0005059139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9301133,"threshold_uncertainty_score":0.9999323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100318149524431,"score_gpt":0.3443202426862294,"score_spread":0.2440020931617984,"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."}}