{"id":"W2308549081","doi":"10.1111/nep.12780","title":"User‐driven conversations about dialysis through Facebook: A qualitative thematic analysis","year":2016,"lang":"en","type":"article","venue":"Nephrology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Thematic analysis; Social media; Peer support; Dialysis; Medicine; Information sharing; Qualitative research; Qualitative analysis; Social network (sociolinguistics); Social support; Internet privacy; World Wide Web; Psychology; Medical education; Nursing; Computer science; Social psychology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.02104327,0.0007505045,0.0009357036,0.003364855,0.008692792,0.005045788,0.001916687,0.002174793,0.003212773],"category_scores_gemma":[0.02771421,0.0006953342,0.0005892838,0.003443215,0.008815645,0.006279408,0.007694998,0.002374515,0.000524117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00549863,"about_ca_system_score_gemma":0.004249945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003942597,"about_ca_topic_score_gemma":0.004638388,"domain_scores_codex":[0.9820711,0.0140483,0.0005363452,0.0006513754,0.001397066,0.001295884],"domain_scores_gemma":[0.9647675,0.02962407,0.001548634,0.0007305872,0.002280503,0.001048727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002516097,0.00002432265,0.001154799,0.000176966,0.000002997679,0.0002574563,0.9938111,0.00002929801,0.0004074607,0.0008748802,0.0002689495,0.00296663],"study_design_scores_gemma":[0.000004389504,0.00002782081,0.001170043,0.000235407,0.000003455532,0.0001226478,0.9926002,0.0001625251,0.0002995364,0.00052553,0.004835877,0.00001252788],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830922,0.0005025761,0.005511106,0.002418142,0.00009202256,0.001019771,0.0004652311,0.00003492386,0.006864041],"genre_scores_gemma":[0.9898544,0.0008192797,0.003499983,0.000672922,0.00003720668,0.001793461,0.0002068865,0.00005597911,0.003060003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02104327,"threshold_uncertainty_score":0.1112888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1267236889920292,"score_gpt":0.4548641481388397,"score_spread":0.3281404591468104,"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."}}